magnet:?xt=urn:btih:FD904D253675E73D22F92E2375C66F4C3D419D0A
Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB6. P4 Train a Smartcab to Drive/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB6. P4 Train a Smartcab to Drive/2. Project/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB
6. P4 Train a Smartcab to Drive/2. Project/4.1 Tasks - 2.txt 75 Bytes
6. P4 Train a Smartcab to Drive/2. Project/4. Tasks - 2 - Udacity 2016-04-27 21-50-24.jpeg 271.2 kB6. P4 Train a Smartcab to Drive/2. Project/3. Tasks - 1 - Udacity 2016-04-27 21-49-22.jpeg 425.5 kB6. P4 Train a Smartcab to Drive/2. Project/1. Project Description - 1 - Udacity 2016-04-27 21-48-34.jpeg 352.6 kB6. P4 Train a Smartcab to Drive/2. Project/1.1 Project Description - 1.txt 88 Bytes6. P4 Train a Smartcab to Drive/2. Project/3.1 Tasks - 1.txt 290 Bytes6. P4 Train a Smartcab to Drive/2. Project/6. P4- Train a Smartcab to Drive - Udacity 2016-04-27 21-51-31.jpeg 123.9 kB6. P4 Train a Smartcab to Drive/2. Project/2. Project Description - 2 - Udacity 2016-04-27 21-49-10.jpeg 229.2 kB6. P4 Train a Smartcab to Drive/2. Project/5. Evaluation & Submission - Udacity 2016-04-27 21-50-46.jpeg 211.0 kB6. P4 Train a Smartcab to Drive/2. Project/5.1 Evaluation & Submission.txt 119 Bytes6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/5. More Game Theory/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/5. More Game Theory/4. Zero Sum Stochastic Games - Georgia Tech - Machine Learning.mp4 47.0 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/5. More Game Theory/3. Models and Stochastic Games Quiz - Georgia Tech - Machine Learning.mp4 13.9 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/5. More Game Theory/3.2 Models and Stochastic Games Quiz Solution - Georgia Tech - Machine Learning.mp4 23.6 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/5. More Game Theory/6. General Sum Games - Georgia Tech - Machine Learning.mp4 43.5 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/5. More Game Theory/5. Zero Sum Stochastic Games Two - Georgia Tech - Machine Learning.mp4 26.7 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/5. More Game Theory/2. Stochastic Games - Georgia Tech - Machine Learning.mp4 19.9 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/5. More Game Theory/7. Lots of Ideas - Georgia Tech - Machine Learning.mp4 29.2 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/5. More Game Theory/1. Stochastic Games and Multiagent RL - Georgia Tech - Machine Learning.mp4 63.4 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/12. Sequences of Rewards One - Georgia Tech - Machine Learning.mp4 93.5 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/22. Finding Policies Three - Georgia Tech - Machine Learning.mp4 50.9 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/6. Markov Decision Processes Two - Georgia Tech - Machine Learning.mp4 37.5 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/11.1 More About Rewards - 3 - Udacity 2016-04-27 21-14-57.jpeg 237.2 kB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/4. The World II Quiz - Georgia Tech - Machine Learning.mp4 18.0 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/18. Policies Two - Georgia Tech - Machine Learning.mp4 44.3 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/8. Markov Decision Processes Four - Georgia Tech - Machine Learning.mp4 66.3 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/23. Wrapping up - Georgia Tech - Machine Learning.mp4 43.2 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/21.1 Finding Policies - 3 - Udacity 2016-04-27 21-17-31.jpeg 239.9 kB
6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/6. Markov Decision Processes - 1.mkv 26.3 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/4.3 The World II Quiz Solution - Georgia Tech - Machine Learning.mp4 44.3 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/21. Iterations Quiz - Georgia Tech - Machine Learning.mp4 12.0 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/4.2 The World - 2 (1).txt 58 Bytes6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/14.2 Sequences of Rewards Quiz Quiz Solution - Georgia Tech - Machine Learning.mp4 26.3 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/20. Finding Policies Two - Georgia Tech - Machine Learning.mp4 46.4 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/3.2 The World Quiz Solution - Georgia Tech - Machine Learning.mp4 9.6 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/3. The World Quiz - Georgia Tech - Machine Learning.mp4 21.8 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/20.1 Finding Policies - 2.txt 52 Bytes6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/14. Sequences of Rewards Quiz - Georgia Tech - Machine Learning.mp4 10.4 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/4.2 The World - 2.txt 58 Bytes6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/17. Policies - Georgia Tech - Machine Learning.mp4 45.5 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/1. Reinforcement Learning Introduction - Georgia Tech - Machine Learning.mp4 4.1 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/21.2 Iterations Quiz Solution - Georgia Tech - Machine Learning.mp4 72.3 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/16. Assumptions - Georgia Tech - Machine Learning.mp4 26.3 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/4.1 The World - 2 - Udacity 2016-04-27 21-12-31.jpeg 240.0 kB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/11.2 Rewards Quiz Quiz Solution - Georgia Tech - Machine Learning.mp4 81.9 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/19. Finding Policies - Georgia Tech - Machine Learning.mp4 39.2 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/2. Decision Making and Reinforcement Learning - Georgia Tech - Machine Learning.mp4 24.9 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/14.1 Sequences of Rewards - 3 - Udacity 2016-04-27 21-15-49.jpeg 208.0 kB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/10. More About Rewards Two - Georgia Tech - Machine Learning.mp4 50.4 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/13. Sequences of Rewards Two - Georgia Tech - Machine Learning.mp4 13.6 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/11. Rewards Quiz - Georgia Tech - Machine Learning.mp4 14.3 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/15. Sequences of Rewards - Georgia Tech - Machine Learning.mp4 57.4 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/9. More About Rewards - Georgia Tech - Machine Learning.mp4 46.2 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/3.1 The World - 1 - Udacity 2016-04-27 21-11-50.jpeg 210.2 kB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/2. Markov Decision Processes/7. Markov Decision Processes Three - Georgia Tech - Machine Learning.mp4 46.9 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/3. Reinforcement Learning/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/3. Reinforcement Learning/13. Choosing Actions - Georgia Tech - Machine Learning.mp4 52.8 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/3. Reinforcement Learning/4.1 API Quiz - Udacity 2016-04-27 21-30-03.jpeg 240.6 kB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/3. Reinforcement Learning/4.2 API Quiz Quiz Solution - Georgia Tech - Machine Learning.mp4 46.0 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/3. Reinforcement Learning/3. API - Georgia Tech - Machine Learning.mp4 9.8 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/3. Reinforcement Learning/10. Learning Incrementally Quiz - Georgia Tech - Machine Learning.mp4 21.7 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/3. Reinforcement Learning/8.1 Q Learning - Udacity 2016-04-27 21-31-49.jpeg 209.0 kB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/3. Reinforcement Learning/4. API Quiz - Georgia Tech - Machine Learning.mp4 15.5 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/3. Reinforcement Learning/9. Estimating Q From Transitions - Georgia Tech - Machine Learning.mp4 35.8 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/3. Reinforcement Learning/16. What Have We Learned - Georgia Tech - Machine Learning.mp4 41.7 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/3. Reinforcement Learning/2. Rat Dinosaurs - Georgia Tech - Machine Learning.mp4 28.3 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/3. Reinforcement Learning/7. Value Function Quiz - Georgia Tech - Machine Learning.mp4 8.0 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/3. Reinforcement Learning/7.1 Value Function Quiz - Udacity 2016-04-27 21-30-51.jpeg 215.0 kB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/3. Reinforcement Learning/15. Greedy Exploration - Georgia Tech - Machine Learning.mp4 41.0 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/3. Reinforcement Learning/5. Three Approaches to RL - Georgia Tech - Machine Learning.mp4 44.8 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/3. Reinforcement Learning/16.1 What Have We Learned.txt 232 Bytes6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/3. Reinforcement Learning/11. Estimating Q From Transitions Two - Georgia Tech - Machine Learning.mp4 20.8 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/3. Reinforcement Learning/10.1 Learning Incrementally - Udacity 2016-04-27 21-32-30.jpeg 189.9 kB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/3. Reinforcement Learning/10.2 Learning Incrementally Quiz Solution - Georgia Tech - Machine Learning.mp4 20.1 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/3. Reinforcement Learning/6. A New Kind of Value Function - Georgia Tech - Machine Learning.mp4 32.5 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/3. Reinforcement Learning/7.2 Value Function Quiz Quiz Solution - Georgia Tech - Machine Learning.mp4 17.5 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/3. Reinforcement Learning/12.1 Q Learning Convergence.txt 50 Bytes6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/3. Reinforcement Learning/14. Choosing Actions Two - Georgia Tech - Machine Learning.mp4 35.9 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/3. Reinforcement Learning/1. Reinforcement Learning - Georgia Tech - Machine Learning.mp4 20.2 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/3. Reinforcement Learning/12. Q Learning Convergence - Georgia Tech - Machine Learning.mp4 15.5 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/3. Reinforcement Learning/8. Q Learning Quiz - Georgia Tech - Machine Learning.mp4 5.3 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/3. Reinforcement Learning/8.2 Q Learning Quiz Solution - Georgia Tech - Machine Learning.mp4 18.5 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/1. Introduction to Reinforcement Learnning/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/1. Introduction to Reinforcement Learnning/2. Reinforcement Learning What Youll Watch and Learn.mp4 10.5 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/1. Introduction to Reinforcement Learnning/3. Reinforcement Learning What Youll Do.mp4 4.3 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/1. Introduction to Reinforcement Learnning/1. Reinforcement Learning.mp4 13.0 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/14.2 Lines Quiz Solution - Georgia Tech - Machine Learning.mp4 5.1 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/11. Minipoker - Georgia Tech - Machine Learning.mp4 34.4 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/13.2 Mixed Strategy Quiz Solution - Georgia Tech - Machine Learning.mp4 23.5 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/16. Snitch - Georgia Tech - Machine Learning.mp4 41.3 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/13.1 Mixed Strategy - Udacity 2016-04-27 21-42-59.jpeg 215.0 kB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/19. A Beautiful Equilibrium - Georgia Tech - Machine Learning.mp4 32.7 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/9. Game Tree Quiz - Georgia Tech - Machine Learning.mp4 3.0 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/4. A Simple Quiz - Georgia Tech - Machine Learning.mp4 6.4 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/4.2 A Simple Quiz Quiz Solution - Georgia Tech - Machine Learning.mp4 12.3 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/14.1 Lines - Udacity 2016-04-27 21-43-30.jpeg 197.6 kB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/14. Lines Quiz - Georgia Tech - Machine Learning.mp4 6.5 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/18. Snitch Three - Georgia Tech - Machine Learning.mp4 22.6 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/12.2 Minipoker Tree Quiz Solution - Georgia Tech - Machine Learning.mp4 39.5 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/5.2 Another Simple Quiz Quiz Solution - Georgia Tech - Machine Learning.mp4 35.6 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/5.1 A Simple Game - 3 - Udacity 2016-04-27 21-40-42.jpeg 178.5 kB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/3. A Simple Game - Georgia Tech - Machine Learning.mp4 52.1 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/12.1 Minipoker Tree - Udacity 2016-04-27 21-42-31.jpeg 214.9 kB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/1. Game Theory - Georgia Tech - Machine Learning.mp4 2.3 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/17. Snitch Two - Georgia Tech - Machine Learning.mp4 50.8 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/20.2 A Beautiful Quiz Quiz Solution - Georgia Tech - Machine Learning.mp4 28.6 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/9.2 Game Tree Quiz Quiz Solution - Georgia Tech - Machine Learning.mp4 14.3 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/8. Game Tree - Georgia Tech - Machine Learning.mp4 19.6 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/6. Minimax - Georgia Tech - Machine Learning.mp4 26.2 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/20. A Beautiful Quiz - Georgia Tech - Machine Learning.mp4 8.3 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/9.1 Game Tree - 2 - Udacity 2016-04-27 21-41-41.jpeg 186.6 kB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/21. A Beautiful Equilibrium Two - Georgia Tech - Machine Learning.mp4 19.3 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/24.1 What Have We Learned.txt 217 Bytes6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/12. Minipoker Tree Quiz - Georgia Tech - Machine Learning.mp4 30.8 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/2. What is Game Theory - Georgia Tech - Machine Learning.mp4 36.7 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/3.1 Models & Stochastic Games - Udacity 2016-04-27 21-47-17.jpeg 215.5 kB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/10. Von Neumann - Georgia Tech - Machine Learning.mp4 13.8 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/13. Mixed Strategy Quiz - Georgia Tech - Machine Learning.mp4 22.9 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/24. What Have We Learned - Georgia Tech - Machine Learning.mp4 50.6 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/5. Another Simple Quiz - Georgia Tech - Machine Learning.mp4 17.6 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/23. 2Step2Furious - Georgia Tech - Machine Learning.mp4 39.1 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/4.1 A Simple Game - 2 - Udacity 2016-04-27 21-39-52.jpeg 224.5 kB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/7. Fundamental Result - Georgia Tech - Machine Learning.mp4 36.3 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/20.1 A Beautiful Equilibrium - 2 - Udacity 2016-04-27 21-44-51.jpeg 187.6 kB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/22. The Two Step - Georgia Tech - Machine Learning.mp4 23.7 MB6. P4 Train a Smartcab to Drive/1. Markov Decision Processes/4. Game Theory/15. Center Game - Georgia Tech - Machine Learning.mp4 56.9 MB1. Welcome to the Nanodegree/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/14.2 Unit 3 7b Answer.mp4 3.9 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/43.2 Unit 5 34 Answer.mp4 14.5 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/6.Exercise- What are AI Problems- Quiz - Georgia Tech - KBAI- Part1.mp4 3.9 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/20. Basic Data Scientist Skills - Intro to Data Science.mp4 10.9 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/35. What fields is cognitive computing being used.mp4 79.8 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/10.1Exercise- What is KBAI.jpeg 251.2 kB
1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/Student Handbook - Machine Learning Engineer ND.pdf 236.9 kB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/9.Foundations- The Four Schools of AI - Georgia Tech - KBAI- Part1.mp4 11.6 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/25. Georgia Tech Machine Learning.mp4 3.7 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/1.Introduction to Foundations.mp4 5.8 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/11.2 Exercise- The Four Schools of AI Quiz Solution - Georgia Tech - KBAI- Part1.mp4 9.1 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/41.1 Exercise- Spam Detection - Udacity 2016-04-19 22-01-36.jpeg 220.5 kB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/2.Introduction to Artificial Intelligence.mp4 6.6 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/32. Machine Learning in Action.mp4 6.6 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/6.1 Exercise- What are AI Problems.jpeg 268.7 kB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/44. Unit 5 35 More Linear Regression.mp4 9.4 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/chapter01.pdf 833.5 kB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/3.Conundrums in AI - Georgia Tech - KBAI- Part1.mp4 14.2 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/45. Foundations Conclusions.mp4 5.7 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/15. Machine Learning and Data Science.mp4 4.8 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/6.2Exercise- What are AI Problems- Quiz Solution - Georgia Tech - KBAI- Part1.mp4 4.8 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/23. Introduction - Intro to Machine Learning.mp4 29.8 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/7.Exercise- AI in Practice- Watson Quiz - Georgia Tech - KBAI- Part1.mp4 10.4 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/37.Nuts and Bolts.mp4 4.3 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/8.What is Knowledge-Based AI- - Georgia Tech - KBAI- Part1.mp4 9.7 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/43. Unit 5 33 Linear Regression.mp4 34.1 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/21. Problems Solved by Data Science - Intro to Data Science.mp4 24.1 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/16. What Is a Data Scientist- - Intro to Data Science.mp4 3.7 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/11.Exercise- The Four Schools of AI Quiz - Georgia Tech - KBAI- Part1.mp4 1.1 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/10.2 Exercise- What is KBAI- Quiz Solution - Georgia Tech - KBAI- Part1.mp4 6.2 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/27. Supervised Learning - Georgia Tech - Machine Learning.mp4 18.4 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/38.Unit 5 5 Taxonomy.mp4 37.3 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/24. Introduction Part II - Intro to Machine Learning.mp4 18.8 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/4.Characteristics of AI Problems - Georgia Tech - KBAI- Part1 (1).mp4 8.9 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/14. Unit 3 7a Bayes Rule Graphically.mp4 19.7 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/22. From AI to ML.mp4 8.9 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/40.Unit 5 7 Occam's Razor.mp4 26.2 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/36.Introduction.mp4 14.4 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/42.1 Exercise- Classification vs. Regression - Udacity 2016-04-19 22-02-13.jpeg 211.7 kB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/31. Reinforcement Learning - Georgia Tech - Machine Learning.mp4 39.4 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/18. What Does a Data Scientist Do- - Intro to Data Science.mp4 5.8 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/34.Current Problems in Healthcare.mp4 9.3 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/10.Exercise- What is KBAI- Quiz - Georgia Tech - KBAI- Part1.mp4 3.9 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/26. Definition of ML.mp4 26.0 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/19. Pi Chuan - What Is Data Science- - Intro to Data Science.mp4 7.3 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/42.1 Exercise- Classification vs. Regression - Udacity 2016-04-19 22-02-13 (1).jpeg 211.7 kB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/12. Bayes Rule Intro.mp4 4.1 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/30. Unsupervised Learning - Georgia Tech - Machine Learning.mp4 44.8 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/13.Bayes Rule Alt.mp4 19.7 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/14.1 Exercise- Bayes Network - Udacity 2016-04-19 21-51-15.jpeg 211.0 kB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/4.Characteristics of AI Problems - Georgia Tech - KBAI- Part1.mp4 8.9 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/7.1Exercise- AI in Practice- Watson.jpeg 261.2 kB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/41.Unit 5 8 SPAM Detection.mp4 43.4 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/42.Unit 5 31 Classification vs Regression.mp4 22.4 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/46.Give us feedback! - Udacity 2016-04-19 22-03-50.jpeg 130.1 kB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/7.2.mkv 4.7 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/11.1 Exercise- The Four Schools of AI - Udacity 2016-04-19 21-49-35.jpeg 191.4 kB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/39.Unit 5 6 Supervised Learning.mp4 31.5 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/33.Unit 5 4 Stanley DARPA Grand Challenge.mp4 22.4 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/5.AI Bookends and Sebastian.mp4 17.8 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/45.2Foundations- Conclusions - Udacity 2016-04-19 22-05-55.jpeg 343.4 kB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/41.2 YouTube.mkv 7.3 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/42.2 Unit 5 32 Answer.mp4 5.6 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/General MLND Timeline Updated 3.16.pdf 190.2 kB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/29. Induction Deduction Bookends All.mp4 43.9 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/28. Induction and Deduction - Georgia Tech - Machine Learning.mp4 29.4 MB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/43.1 Exercise- Linear Regression - Udacity 2016-04-19 22-03-00.jpeg 193.0 kB1. Welcome to the Nanodegree/2. Get Started From Artifical Intelligence to Machine Learning/17. What Is a Data Scientist- - Intro to Data Science.mp4 8.1 MB1. Welcome to the Nanodegree/3. MLND Program Orientation/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB1. Welcome to the Nanodegree/3. MLND Program Orientation/5.Connecting with Your Community - Udacity 2016-04-19 22-09-23.jpeg 208.6 kB1. Welcome to the Nanodegree/3. MLND Program Orientation/8.1 Integrity and Mindset - Udacity 2016-04-19 22-10-15.jpeg 212.5 kB1. Welcome to the Nanodegree/3. MLND Program Orientation/3.2 Projects and Progress - Udacity 2016-04-19 22-08-27.jpeg 210.8 kB1. Welcome to the Nanodegree/3. MLND Program Orientation/12.Wrapping Up.mp4 4.3 MB1. Welcome to the Nanodegree/3. MLND Program Orientation/9.What happens if I move faster than the timeline.mp4 3.0 MB1. Welcome to the Nanodegree/3. MLND Program Orientation/2.Introduction.mp4 2.7 MB1. Welcome to the Nanodegree/3. MLND Program Orientation/3.1 Projects and Progress - Udacity 2016-04-19 22-07-40.jpeg 210.8 kB1. Welcome to the Nanodegree/3. MLND Program Orientation/10.1 How Do I Find Time for My Nanodegree- - Udacity 2016-04-19 22-10-50.jpeg 220.8 kB1. Welcome to the Nanodegree/3. MLND Program Orientation/1. Pre orientation.mp4 2.1 MB1. Welcome to the Nanodegree/3. MLND Program Orientation/4.1 Career Development Opportunities - Udacity 2016-04-19 22-08-51.jpeg 198.2 kB1. Welcome to the Nanodegree/3. MLND Program Orientation/11.Final Tips.mp4 9.9 MB1. Welcome to the Nanodegree/3. MLND Program Orientation/10. Blocking out time.mp4 10.2 MB1. Welcome to the Nanodegree/3. MLND Program Orientation/4.Career Development Opportunities - Udacity 2016-04-19 22-08-40.jpeg 223.7 kB1. Welcome to the Nanodegree/3. MLND Program Orientation/8.Integrity and Mindset.mp4 5.9 MB1. Welcome to the Nanodegree/3. MLND Program Orientation/6. Support from the Udacity Team - Udacity 2016-04-19 22-09-40.jpeg 209.8 kB1. Welcome to the Nanodegree/3. MLND Program Orientation/7.How does project submission work.mp4 5.4 MB1. Welcome to the Nanodegree/3. MLND Program Orientation/3.Projects and Progress.mp4 5.3 MB1. Welcome to the Nanodegree/1. Welcome to the MLND/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB1. Welcome to the Nanodegree/1. Welcome to the MLND/6.What is Machine Learning.mp4 8.4 MB1. Welcome to the Nanodegree/1. Welcome to the MLND/1.Welcome to MLND.mkv 6.1 MB1. Welcome to the Nanodegree/1. Welcome to the MLND/8.Applications of Machine Learning.mp4 11.6 MB1. Welcome to the Nanodegree/1. Welcome to the MLND/8.3Applications of Machine Learning.mp4 3.4 MB1. Welcome to the Nanodegree/1. Welcome to the MLND/5.Count words in Python.jpeg 295.3 kB1. Welcome to the Nanodegree/1. Welcome to the MLND/10.Program Outline.mp4 15.4 MB1. Welcome to the Nanodegree/1. Welcome to the MLND/9.Connections to GA Tech.mp4 11.0 MB1. Welcome to the Nanodegree/1. Welcome to the MLND/8.1.Applications of Machine Learning.jpeg 181.2 kB1. Welcome to the Nanodegree/1. Welcome to the MLND/2.Readiness Question.mkv 5.9 MB1. Welcome to the Nanodegree/1. Welcome to the MLND/11.Let's Get Started.mp4 6.6 MB1. Welcome to the Nanodegree/1. Welcome to the MLND/5.1.Quiz Count words in Python.jpeg 232.2 kB1. Welcome to the Nanodegree/1. Welcome to the MLND/4.Quiz Differentiate w.r.t. x.jpeg 227.0 kB1. Welcome to the Nanodegree/1. Welcome to the MLND/7.Machine Learning vs Traditional Programming.mp4 10.4 MB1. Welcome to the Nanodegree/1. Welcome to the MLND/5.2.Count words in Python.jpeg 243.1 kB1. Welcome to the Nanodegree/1. Welcome to the MLND/3. Quiz Matrix times Vector.jpeg 191.9 kB3. P1 Predicting Boston Housing Prices/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/1.Intro to Model Evaluation and Validation/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/1.Intro to Model Evaluation and Validation/4.Course Outline - Fitting It All Togther - Udacity 2016-04-19 22-21-29.jpeg 221.1 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/1.Intro to Model Evaluation and Validation/2.Model Evaluation What Youll Watch.mp4 3.8 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/1.Intro to Model Evaluation and Validation/5.Model Evaluation What Youll Do.mp4 5.1 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/1.Intro to Model Evaluation and Validation/3.Model Evaluation What Youll Learn.mp4 5.2 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/1.Intro to Model Evaluation and Validation/1.Introduction to Model Evaluation and Validation.mp4 4.9 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/7.2 Mode - Uniform Distribution - Intro to Descriptive Statistics.mp4 1.5 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/10.1 More o' Mode! - Udacity 2016-04-19 22-29-28.jpeg 216.5 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/26.1 Use Measures of Center to Compare - Udacity 2016-04-19 22-38-46.jpeg 239.3 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/17.1 What Can You Expect- - Udacity 2016-04-19 22-33-03.jpeg 209.2 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/1.2Which Major- - Intro to Descriptive Statistics.mp4 5.6 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/13.2 Iterative Procedure - Intro to Descriptive Statistics.mp4 4.1 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/14. Helpful Symbols - Intro to Descriptive Statistics.mp4 24.6 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/11.2 Find the Mean - Intro to Descriptive Statistics.mp4 2.1 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/13. Iterative Procedure - Intro to Descriptive Statistics.mp4 1.8 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/25.1 Order Measures of Center 2 - Udacity 2016-04-19 22-37-10.jpeg 185.8 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/10. More o' Mode! - Intro to Descriptive Statistics.mp4 4.8 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/17.2 What Can You Expect- - Intro to Descriptive Statistics.mp4 4.3 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/19.2 Requirement for Median - Intro to Descriptive Statistics.mp4 290.4 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/6.2 Mode - Negatively Skewed Distribution - Intro to Descriptive Statistics.mp4 691.7 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/20.2 Find the Median - Intro to Descriptive Statistics.mp4 9.5 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/1.Which Major- - Intro to Descriptive Statistics.mp4 6.3 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/29.1 Formula for Location of Median - Udacity 2016-04-19 22-41-15.jpeg 195.0 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/12. Procedure for Finding Mean - Intro to Descriptive Statistics (1).mp4 4.2 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/10.2 More o' Mode! - Intro to Descriptive Statistics.mp4 27.7 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/3.1Which Number to Choose- - Udacity 2016-04-19 22-25-07.jpeg 228.2 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/28.1 Udacians' Facebook Friends - Median - Udacity 2016-04-19 22-40-36.jpeg 256.3 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/17. What Can You Expect- - Intro to Descriptive Statistics.mp4 2.0 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/9. Mode of Categorical Data - Intro to Descriptive Statistics.mp4 1.6 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/21.1 Median with Outlier - Udacity 2016-04-19 22-35-18.jpeg 224.1 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/16.1 Mean with Outlier - Udacity 2016-04-19 22-32-29.jpeg 190.8 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/15.1 Properties of the Mean - Udacity 2016-04-19 22-31-58.jpeg 211.7 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/29. Formula for Location of Median - Intro to Descriptive Statistics.mp4 14.3 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/23. Measures of Center - Intro to Descriptive Statistics.mp4 12.6 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/8. More than One Mode- - Intro to Descriptive Statistics.mp4 2.3 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/27. Udacians' Facebook Friends - Mean - Intro to Descriptive Statistics.mp4 10.8 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/1.1Which Major- - Udacity 2016-04-19 22-24-24.jpeg 216.0 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/3.Which Number to Choose- - Intro to Descriptive Statistics.mp4 4.1 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/3.2Which Number to Choose- - Intro to Descriptive Statistics.mp4 13.3 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/8.2 More than One Mode- - Intro to Descriptive Statistics.mp4 2.6 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/2.One Number to Describe Data - Intro to Descriptive Statistics.mp4 8.3 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/30. Wrap Up - Measures of Center - Intro to Descriptive Statistics.mp4 6.2 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/29.2 Formula for Location of Median - Intro to Descriptive Statistics.mp4 27.9 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/28.2 Udacians' Facebook Friends - Median - Intro to Descriptive Statistics.mp4 13.9 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/6.1 Mode - Negatively Skewed Distribution - Udacity 2016-04-19 22-26-53.jpeg 178.9 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/19.1 Requirement for Median - Udacity 2016-04-19 22-33-52.jpeg 209.5 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/31. Good Job! - Intro to Descriptive Statistics.mp4 2.0 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/5.2 Mode of Distribution - Intro to Descriptive Statistics.mp4 1.6 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/4.2 Mode of Dataset - Intro to Descriptive Statistics.mp4 1.1 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/8.1 More than One Mode- - Udacity 2016-04-19 22-28-18.jpeg 167.3 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/17.1 What Can You Expect- - Udacity 2016-04-19 22-33-03 (1).jpeg 209.2 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/21. Median with Outlier - Intro to Descriptive Statistics.mp4 4.7 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/9.2 Mode of Categorical Data - Intro to Descriptive Statistics.mp4 1.9 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/13.1 Iterative Procedure - Udacity 2016-04-19 22-31-10.jpeg 226.8 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/22.1 Find Median with Outlier - Udacity 2016-04-19 22-35-51.jpeg 214.4 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/7.Mode - Uniform Distribution - Intro to Descriptive Statistics.mp4 5.0 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/4. Mode of Dataset - Intro to Descriptive Statistics.mp4 2.4 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/4.1 Mode of Dataset - Udacity 2016-04-19 22-25-40.jpeg 150.6 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/20.Find the Median.mp4 927.7 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/30.1 Wrap Up - Measures of Center - Udacity 2016-04-19 22-41-55.jpeg 220.1 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/26.Use Measures of Center to Compare - Intro to Descriptive Statistics.mp4 10.8 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/3.1Which Number to Choose- - Udacity 2016-04-19 22-25-07 (1).jpeg 228.2 kB
3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/05 - Which Number to Choose.srt 1.9 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/13 - Mode - Uniform Distribution.srt 231 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/01 - Which Major.srt 1.1 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/47 - Use Measures of Center to Compare.srt 1.7 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/23 - Procedure for Finding Mean.srt 848 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/22 - Procedure for Finding Mean.srt 668 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/37 - Find the Median.srt 1.1 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/30 - Mean with Outlier.srt 157 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/10 - Mode - Negatively Skewed Distribution.srt 508 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/34 - Requirement for Median.srt 787 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/55 - Wrap Up - Measures of Center.srt 1.2 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/15 - More than One Mode.srt 398 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/08 - Mode of Distribution.srt 395 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/16 - Mode of Categorical Data.srt 271 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/56 - Good Job.srt 333 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/24 - Iterative Procedure.srt 297 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/28 - Properties of the Mean.srt 2.9 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/11 - Mode - Negatively Skewed Distribution.srt 113 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/44 - Order Measures of Center 1.srt 672 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/33 - UNC.srt 1.1 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/40 - Find Median with Outlier.srt 631 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/46 - Order Measures of Center 2.srt 537 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/48 - Udacians Facebook Friends - Mean.srt 2.0 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/53 - Formula for Location of Median.srt 3.3 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/36 - Find the Median.srt 207 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/50 - Udacians Facebook Friends - Median.srt 1.7 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/29 - Mean with Outlier.srt 314 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/12 - Mode - Uniform Distribution.srt 651 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/49 - Udacians Facebook Friends - Mean.srt 1.6 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/03 - One Number to Describe Data.srt 1.2 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/18 - More o Mode.srt 843 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/39 - Median with Outlier.srt 197 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/45 - Order Measures of Center 2.srt 332 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/07 - Mode of Dataset.srt 167 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/04 - Which Number to Choose.srt 656 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/51 - Udacians Facebook Friends - Median.srt 1.4 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/38 - Median with Outlier.srt 526 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/06 - Mode of Dataset.srt 430 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/43 - Order Measures of Center 1.srt 1.4 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/54 - Wrap Up - Measures of Center.srt 973 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/14 - More than One Mode.srt 413 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/42 - Measures of Center.srt 1.7 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/32 - What Can You Expect.srt 676 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/35 - Requirement for Median.srt 69 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/09 - Mode of Distribution.srt 284 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/27 - Properties of the Mean.srt 1.2 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/41 - Find Median with Outlier.srt 509 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/17 - Mode of Categorical Data.srt 271 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/52 - Formula for Location of Median.srt 2.1 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/31 - What Can You Expect.srt 318 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/21 - Find the Mean.srt 320 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/19 - More o Mode.srt 3.5 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/26 - Helpful Symbols.srt 3.5 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/02 - Which Major.srt 782 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/20 - Find the Mean.srt 1.0 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/Measures of Central Tendency Subtitles/25 - Iterative Procedure.srt 549 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/16. Mean with Outlier - Intro to Descriptive Statistics.mp4 1.8 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/25.2 Order Measures of Center.mkv 4.1 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/18. UNC - Intro to Descriptive Statistics.mp4 7.6 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/24.2 Order Measures of Center 1 - Intro to Descriptive Statistics (1).mp4 4.6 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/5.1Mode of Distribution - Udacity 2016-04-19 22-26-16.jpeg 205.0 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/6. Mode - Negatively Skewed Distribution - Intro to Descriptive Statistics.mp4 3.4 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/9.1 Mode of Categorical Data - Udacity 2016-04-19 22-28-52.jpeg 175.8 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/30.1 Wrap Up - Measures of Center - Udacity 2016-04-19 22-41-55 (1).jpeg 220.1 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/22. Find Median with Outlier - Intro to Descriptive Statistics.mp4 8.6 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/21.2 Median with Outlier - Intro to Descriptive Statistics.mp4 994.3 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/27.1 Udacians' Facebook Friends - Mean - Udacity 2016-04-19 22-39-12.jpeg 250.6 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/12. Procedure for Finding Mean - Intro to Descriptive Statistics.mp4 4.2 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/16.2 Mean with Outlier - Intro to Descriptive Statistics.mp4 1.1 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/12.2 Procedure for Finding Mean - Intro to Descriptive Statistics.mp4 5.3 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/24.2 Order Measures of Center 1 - Intro to Descriptive Statistics.mp4 4.6 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/27.2 Udacians' Facebook Friends - Mean - Intro to Descriptive Statistics.mp4 15.0 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/15. Properties of the Mean - Intro to Descriptive Statistics.mp4 7.0 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/5. Mode of Distribution - Intro to Descriptive Statistics.mp4 2.3 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/11.1 Find the Mean - Udacity 2016-04-19 22-30-02.jpeg 203.5 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/28. Udacian's Facebook Friends.mp4 10.1 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/7.1 Mode - Uniform Distribution - Udacity 2016-04-19 22-27-45.jpeg 173.2 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/20.1 Find the Median - Udacity 2016-04-19 22-34-47.jpeg 211.8 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/19. Requirement for Median - Intro to Descriptive Statistics.mp4 5.1 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/11. Find the Mean - Intro to Descriptive Statistics.mp4 7.7 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/22.2 Find Median with Outlier - Intro to Descriptive Statistics.mp4 3.9 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/25. Order Measures of Center 2 - Intro to Descriptive Statistics.mp4 2.3 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/24.1 Order Measures of Center 1 - Udacity 2016-04-19 22-36-35.jpeg 212.5 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/15.2 Properties of the Mean - Intro to Descriptive Statistics.mp4 23.3 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/30.2 Wrap Up - Measures of Center - Intro to Descriptive Statistics.mp4 8.1 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/24. Order Measures of Center 1 - Intro to Descriptive Statistics.mp4 8.3 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/3.Measures of Central Tendency/12.1 Procedure for Finding Mean - Udacity 2016-04-19 22-30-38.jpeg 233.5 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/29.2 One Dimension - Intro to Descriptive Statistics.mp4 5.0 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/11. What Is an Outlier- - Intro to Descriptive Statistics.mp4 4.4 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/33.2 SD in Words - Intro to Descriptive Statistics.mp4 12.7 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/26.2 Sum of Squares - Intro to Descriptive Statistics.mp4 12.4 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/23.1 Average Absolute Deviation - Udacity 2016-04-19 23-02-25.jpeg 244.2 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/13.1 Match Boxplots - Udacity 2016-04-19 22-56-59.jpeg 231.6 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/22.2 Absolute Deviations - Intro to Descriptive Statistics.mp4 1.1 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/16. Measure Variability - Intro to Descriptive Statistics.mp4 8.1 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/32.2 SD Social Networkers - Intro to Descriptive Statistics.mp4 44.3 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/20. Equation for Average Deviation - Intro to Descriptive Statistics.mp4 3.2 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/20.1 Equation for Average Deviation - Udacity 2016-04-19 23-00-29.jpeg 226.3 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/26. Sum of Squares.mp4 2.6 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/18.2 Deviation from Mean - Intro to Descriptive Statistics.mp4 3.3 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/23. Average Absolute Deviation - Intro to Descriptive Statistics.mp4 698.9 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/57 - Calculate SD.srt 284 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/52 - Avg Squared Dev in Words.srt 451 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/63 - Spreadsheet SD.srt 1.1 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/70 - Bessels Correction.srt 1.1 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/48 - Sum of Squares.srt 442 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/01 - Social Networkers Salaries.srt 691 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/69 - Sample SD.srt 795 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/73 - Jelly Beans.srt 1.5 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/35 - Average Deviation.srt 410 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/07 - Quantify Spread.srt 572 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/65 - Point of SD.srt 2.3 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/30 - Calculate Mean.srt 383 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/27 - Problem with IQR.srt 1.0 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/10 - Mark Z the Outlier.srt 320 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/21 - Define Outlier.srt 564 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/18 - IQR.srt 1.6 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/38 - Be Happy and Get Rid of Negatives.srt 1.6 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/16 - Q3 - Q1.srt 546 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/13 - Where Is Q1.srt 514 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/25 - Mean Within IQR.srt 619 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/67 - Find Values.srt 663 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/11 - Mark Z the Outlier.srt 682 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/36 - Equation for Average Deviation.srt 574 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/40 - Absolute Deviations.srt 309 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/41 - Absolute Deviations.srt 196 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/54 - One Dimension.srt 1.2 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/22 - Define Outlier.srt 911 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/46 - Squared Deviations.srt 226 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/24 - Match Boxplots.srt 988 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/31 - Calculate Mean.srt 449 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/37 - Equation for Average Deviation.srt 898 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/42 - Average Absolute Deviation.srt 106 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/68 - Sample SD.srt 734 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/61 - SD in Words.srt 1.5 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/23 - Match Boxplots.srt 1.3 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/45 - Formula for Avg Abs Dev.srt 2.9 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/58 - Calculate SD.srt 67 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/09 - Does Range Change.srt 1.0 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/06 - Quantify Spread.srt 784 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/05 - Whats the Difference.srt 995 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/02 - Social Networkers Salaries.srt 509 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/12 - Chop Off the Tails.srt 781 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/56 - Standard Deviation.srt 1.0 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/50 - Average Squared Deviation.srt 409 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/26 - Mean Within IQR.srt 853 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/39 - Be Happy and Get Rid of Negatives.srt 1.1 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/14 - Where Is Q1.srt 449 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/44 - Formula for Avg Abs Dev.srt 342 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/49 - Sum of Squares.srt 1.5 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/20 - What Is an Outlier.srt 388 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/29 - Measure Variability.srt 2.2 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/66 - Find Values.srt 393 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/43 - Average Absolute Deviation.srt 98 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/60 - SD Social Networkers.srt 5.2 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/34 - Average Deviation.srt 204 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/53 - Avg Squared Dev in Words.srt 685 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/47 - Squared Deviations.srt 441 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/04 - Whats the Difference.srt 898 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/17 - IQR.srt 747 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/15 - Q3 - Q1.srt 1.4 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/08 - Does Range Change.srt 155 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/62 - SD in Words.srt 1.7 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/64 - Spreadsheet SD.srt 2.1 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/71 - Bessels Correction.srt 214 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/59 - SD Social Networkers.srt 1.5 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/55 - One Dimension.srt 631 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/19 - What Is an Outlier.srt 533 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/03 - Should You Get an Account.srt 618 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/32 - Deviation from Mean.srt 400 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/33 - Deviation from Mean.srt 461 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/72 - Clarifying Sample SD.srt 2.3 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/51 - Average Squared Deviation.srt 182 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Variability of Data Subtitles/28 - Measure Variability.srt 1.1 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/9. Q3 - Q1 - Intro to Descriptive Statistics.mp4 10.3 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/21. Be Happy and Get Rid of Negatives - Intro to Descriptive Statistics.mp4 10.2 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/27.1 Average Squared Deviation - Udacity 2016-04-19 23-05-25.jpeg 258.3 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/24. Formula for Avg. Abs. Dev. - Intro to Descriptive Statistics.mp4 2.0 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/5.2 Does Range Change- - Intro to Descriptive Statistics.mp4 7.1 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/28.1 Avg. Squared Dev. in Words - Udacity 2016-04-19 23-06-00.jpeg 270.4 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/33. SD in Words - Intro to Descriptive Statistics.mp4 10.7 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/10.1 IQR - Udacity 2016-04-19 22-55-19.jpeg 211.4 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/9.2 Q3 - Q1 - Intro to Descriptive Statistics.mp4 4.2 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/34. Spreadsheet SD - Intro to Descriptive Statistics.mp4 7.1 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/2.1 Should You Get an Account- - Udacity 2016-04-19 22-49-40.jpeg 215.1 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/16.1 Measure Variability - Udacity 2016-04-19 22-58-20.jpeg 240.9 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/37. Sample SD - Intro to Descriptive Statistics.mp4 5.0 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/21.1 Be Happy and Get Rid of Negatives - Udacity 2016-04-19 23-01-04.jpeg 250.9 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/12.1 Define Outlier - Udacity 2016-04-19 22-56-24.jpeg 218.1 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/15. Problem with IQR - Intro to Descriptive Statistics.mp4 7.7 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/24.2 Formula for Avg. Abs. Dev. - Intro to Descriptive Statistics.mp4 19.7 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Sample Social Networkers Salary n=100 - Lesson 4.xlsx 7.9 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/20.2 Equation for Average Deviation - Intro to Descriptive Statistics.mp4 5.9 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/36.1 Find Values - Udacity 2016-04-20 07-23-10.jpeg 195.9 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/6.2 Mark Z the Outlier - Intro to Descriptive Statistics.mp4 5.2 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/25.1 Squared Deviations - Udacity 2016-04-19 23-04-07.jpeg 232.0 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/23.2 Average Absolute Deviation - Intro to Descriptive Statistics.mp4 1.1 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/27. Average Squared Deviation - Intro to Descriptive Statistics.mp4 2.6 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/6. Mark Z the Outlier - Intro to Descriptive Statistics.mp4 1.7 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/26.1 Sum of Squares - Udacity 2016-04-19 23-04-53.jpeg 242.9 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/8.2 Where Is Q1- - Intro to Descriptive Statistics.mp4 5.7 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/1.1 Social Networkers' Salaries - Udacity 2016-04-19 22-49-07.jpeg 203.7 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/8.1 Where Is Q1- - Udacity 2016-04-19 22-54-16.jpeg 276.5 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/34.1 Spreadsheet SD - Udacity 2016-04-20 07-17-15.jpeg 316.5 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/22.1 Absolute Deviations - Udacity 2016-04-19 23-01-52.jpeg 224.8 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/11.2 What Is an Outlier- - Intro to Descriptive Statistics.mp4 2.2 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/28.2 Avg. Squared Dev. in Words - Intro to Descriptive Statistics.mp4 5.1 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/14.2 Mean Within IQR- - Intro to Descriptive Statistics.mp4 6.1 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/13.2 Match Boxplots - Intro to Descriptive Statistics.mp4 6.1 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/38. Bessel's Correction - Intro to Descriptive Statistics.mp4 7.0 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/25. Squared Deviations - Intro to Descriptive Statistics.mp4 1.8 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/28. Avg. Squared Dev. in Words - Intro to Descriptive Statistics.mp4 3.1 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/19.1 Average Deviation - Udacity 2016-04-19 22-59-55.jpeg 225.3 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/12.2 Define Outlier - Intro to Descriptive Statistics.mp4 11.0 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/12.2 Define Outlier - Intro to Descriptive Statistics (1).mp4 11.0 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/35. Point of SD - Intro to Descriptive Statistics.mp4 15.9 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/4. Quantify Spread - Intro to Descriptive Statistics.mp4 6.7 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/8. Where Is Q1- - Intro to Descriptive Statistics.mp4 4.1 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/2. Should You Get an Account- - Intro to Descriptive Statistics.mp4 3.1 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/31. Calculate SD - Intro to Descriptive Statistics.mp4 2.1 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/9.1 Q3 - Q1 - Udacity 2016-04-19 22-54-47.jpeg 271.3 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/10.2 IQR - Intro to Descriptive Statistics.mp4 12.4 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/Sample Social Networkers Salary n=100 - Lesson 4 (1).xlsx 7.9 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/11.1 What Is an Outlier- - Udacity 2016-04-19 22-55-51.jpeg 211.4 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/27.2 Average Squared Deviation - Intro to Descriptive Statistics.mp4 1.7 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/4.1 Quantify Spread - Udacity 2016-04-19 22-50-45.jpeg 229.8 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/1.Social Networkers' Salaries - Intro to Descriptive Statistics.mp4 4.3 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/38.1 Bessel's Correction - Udacity 2016-04-20 07-24-24.jpeg 200.2 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/31.2 Calculate SD - Intro to Descriptive Statistics.mp4 539.0 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/7. Chop Off the Tails - Intro to Descriptive Statistics.mp4 5.9 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/12. Define Outlier - Intro to Descriptive Statistics.mp4 5.9 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/34.2 Spreadsheet SD - Intro to Descriptive Statistics.mp4 20.1 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/32.1 SD Social Networkers - Udacity 2016-04-20 07-15-57.jpeg 176.9 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/40. Jelly Beans - Intro to Descriptive Statistics.mp4 9.7 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/17.1 Calculate Mean - Udacity 2016-04-19 22-58-52.jpeg 192.3 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/3.2 What's the Difference- - Intro to Descriptive Statistics.mp4 7.2 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/36. Find Values - Intro to Descriptive Statistics.mp4 2.7 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/24.1 Formula for Avg. Abs. Dev. - Udacity 2016-04-19 23-03-32.jpeg 250.9 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/30. Standard Deviation - Intro to Descriptive Statistics.mp4 6.8 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/5. Does Range Change- - Intro to Descriptive Statistics.mp4 857.5 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/39. Clarifying Sample SD - Intro to Descriptive Statistics.mp4 17.7 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/22. Absolute Deviations - Intro to Descriptive Statistics.mp4 1.8 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/5.1 Does Range Change- - Udacity 2016-04-19 22-52-16.jpeg 227.7 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/17. Calculate Mean - Intro to Descriptive Statistics.mp4 2.0 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/37.2 Sample SD - Intro to Descriptive Statistics.mp4 5.7 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/29.1 One Dimension - Udacity 2016-04-19 23-06-33.jpeg 279.1 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/10. IQR - Intro to Descriptive Statistics.mp4 4.6 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/33.1 SD in Words - Udacity 2016-04-20 07-16-35.jpeg 179.7 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/19.2 Average Deviation - Intro to Descriptive Statistics.mp4 2.6 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/37.1 Sample SD - Udacity 2016-04-20 07-23-49.jpeg 188.8 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/13. Match Boxplots - Intro to Descriptive Statistics.mp4 9.6 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/17.2 Calculate Mean - Intro to Descriptive Statistics.mp4 3.5 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/16.2 Measure Variability - Intro to Descriptive Statistics.mp4 16.6 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/14.1 Mean Within IQR- - Udacity 2016-04-19 22-57-31.jpeg 213.8 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/14. Mean Within IQR- - Intro to Descriptive Statistics.mp4 3.8 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/18. Deviation from Mean - Intro to Descriptive Statistics.mp4 3.1 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/1.2 Social Networkers' Salaries - Intro to Descriptive Statistics.mp4 3.5 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/36.2 Find Values - Intro to Descriptive Statistics.mp4 5.2 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/32. SD Social Networkers - Intro to Descriptive Statistics.mp4 8.9 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/19. Average Deviation - Intro to Descriptive Statistics.mp4 1.2 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/38.2 Bessel's Correction - Intro to Descriptive Statistics.mp4 1.4 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/31.1 Calculate SD - Udacity 2016-04-20 07-15-12.jpeg 241.4 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/4.2 Quantify Spread - Intro to Descriptive Statistics.mp4 5.1 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/25.2 Squared Deviations - Intro to Descriptive Statistics.mp4 2.4 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/29. One Dimension - Intro to Descriptive Statistics.mp4 9.6 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/6.1 Mark Z the Outlier - Udacity 2016-04-19 22-53-26.jpeg 237.1 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/3.1 What's the Difference- - Udacity 2016-04-19 22-50-10.jpeg 250.4 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/3. What's the Difference- - Intro to Descriptive Statistics.mp4 4.8 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/21.2 Be Happy and Get Rid of Negatives - Intro to Descriptive Statistics.mp4 7.4 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/4. Variability of Data/18.1 Deviation from Mean - Udacity 2016-04-19 22-59-25.jpeg 223.2 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/13. Learning Curves and Model Complexity/2. Curse of Dimensionality Two - Georgia Tech - Machine Learning.mp4 65.2 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/13. Learning Curves and Model Complexity/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/13. Learning Curves and Model Complexity/1. Learning Curves - Udacity 2016-04-20 08-17-54.jpeg 207.5 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/13. Learning Curves and Model Complexity/2. Learning Curves - II - Udacity 2016-04-20 08-18-04.jpeg 174.9 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/13. Learning Curves and Model Complexity/3. Ideal Learning Curve - Udacity 2016-04-20 08-18-15.jpeg 132.1 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/13. Learning Curves and Model Complexity/1. Curse of Dimensionality - Georgia Tech - Machine Learning.mp4 23.9 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/13. Learning Curves and Model Complexity/5. Learning Curves and Model Complexity - Udacity 2016-04-20 08-18-38.jpeg 174.3 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/13. Learning Curves and Model Complexity/4. Model Complexity - Udacity 2016-04-20 08-18-26.jpeg 136.8 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/13. Learning Curves and Model Complexity/6. Practical use of Model Complexity - Udacity 2016-04-20 08-18-48.jpeg 155.9 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/13. Learning Curves and Model Complexity/7. Summary - Udacity 2016-04-20 08-18-59.jpeg 190.3 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/10. Training & Testing/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/10. Training & Testing/1.1 Benefits of Testing - Udacity 2016-04-20 08-08-15 (1).jpeg 193.1 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/10. Training & Testing/2.1 Train-Test Split in sklearn.py 1.0 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/10. Training & Testing/1. Benefits of Testing - Intro to Machine Learning.mp4 6.6 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/10. Training & Testing/1.1 Benefits of Testing - Udacity 2016-04-20 08-08-15.jpeg 193.1 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/10. Training & Testing/1.2 Benefits of Testing - Intro to Machine Learning.mp4 5.1 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/10. Training & Testing/Training & Testing Subtitles/1 - Benefits of Testing.srt 1.2 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/10. Training & Testing/Training & Testing Subtitles/2 - Benefits of Testing.srt 1.1 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/10. Training & Testing/Training & Testing Subtitles/3 - TrainTest Split in sklearn.srt 4.0 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/10. Training & Testing/2. Train_Test Split in sklearn - Intro to Machine Learning.mp4 23.4 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/2. K-Fold CV in sklearn - Intro to Machine Learning.mp4 26.4 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/6.1 GridSearchCV in sklearn.txt 79 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/Cross Validation Subtitles/5 - Cross Validation for Parameter Tuning.srt 1.3 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/Cross Validation Subtitles/2 - K-Fold Cross Validation.srt 1.1 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/Cross Validation Subtitles/1 - K-Fold Cross Validation.srt 4.7 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/Cross Validation Subtitles/4 - Practical Advice for K-Fold in sklearn.srt 3.4 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/Cross Validation Subtitles/3 - K-Fold CV in sklearn.srt 2.5 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/3. Practical Advice for K-Fold in sklearn - Intro to Machine Learning.mp4 40.6 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/4. Cross Validation for Parameter Tuning - Intro to Machine Learning.mp4 8.1 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/1.1 K-Fold Cross Validation - Udacity 2016-04-20 08-10-16.jpeg 164.6 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/1. K-Fold Cross Validation - Intro to Machine Learning.mp4 23.4 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/6. GridSearchCV in sklearn - Udacity 2016-04-20 08-12-41.jpeg 134.8 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/2.1 K-Fold CV in sklearn - Udacity 2016-04-20 08-10-56.jpeg 294.1 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/5.1 GridSearchCV in sklearn.txt 86 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/5. GridSearchCV in sklearn - Udacity 2016-04-20 08-11-41.jpeg 396.3 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/6.2 GridSearchCV in sklearn - Udacity 2016-04-20 08-12-53.jpeg 171.5 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/11. Cross Validation/1.2 K-Fold Cross Validation - Intro to Machine Learning.mp4 4.0 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/6. Scikit-learn Tutorial/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/6. Scikit-learn Tutorial/3. Getting Started With SKlearn - Intro to Machine Learning.mp4 8.2 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/6. Scikit-learn Tutorial/2. scikit-learn Code - Udacity 2016-04-20 07-45-24.jpeg 208.3 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/6. Scikit-learn Tutorial/4. Gaussian NB Example - Intro to Machine Learning.mp4 27.4 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/6. Scikit-learn Tutorial/1. scikit-learn Installation - Udacity 2016-04-20 07-45-12.jpeg 155.9 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/6. Scikit-learn Tutorial/scikit-learn Tutorial Subtitles/1 - Getting Started With sklearn.srt 2.2 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/6. Scikit-learn Tutorial/scikit-learn Tutorial Subtitles/2 - Gaussian NB Example.srt 5.3 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/14. Project Prep/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/14. Project Prep/2. Project Description and Deliverables - Udacity 2016-04-20 08-20-19.jpeg 378.9 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/14. Project Prep/2.1 Project Description and Deliverables.txt 204 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/14. Project Prep/1. Project Overview and Highlights - Udacity 2016-04-20 08-19-29.jpeg 318.0 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/14. Project Prep/forum discuss.txt 67 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/14. Project Prep/4. Evaluation & Submission - Udacity 2016-04-20 08-22-14.jpeg 194.5 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/14. Project Prep/4.1 Evaluation & Submission.txt 117 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/14. Project Prep/3.1 Questions & Report Structure.txt 49 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/14. Project Prep/3. Questions & Report Structure - Udacity 2016-04-20 08-21-29.jpeg 530.5 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/14. Project Prep/1.1 Project Overview and Highlights.txt 50 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/9. Nature of Data & Model Building/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/9. Nature of Data & Model Building/3. Different Data Types 3 - Time Series Data - Intro to Data Science.mp4 5.8 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/9. Nature of Data & Model Building/1. Different Data Types 1 - Numeric Data - Intro to Data Science.mp4 16.2 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/9. Nature of Data & Model Building/2. Different Data Types 2 - Categorical Data - Intro to Data Science.mp4 8.9 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/9. Nature of Data & Model Building/Nature of Data & Model Building Subtitles/3 - Data Types 3 - Time Series Data.srt 1.0 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/9. Nature of Data & Model Building/Nature of Data & Model Building Subtitles/2 - Data Types 2 - Categorical Data.srt 1.7 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/9. Nature of Data & Model Building/Nature of Data & Model Building Subtitles/1 - Data Types 1 - Numeric Data.srt 2.9 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/13.2 Confusion Matrix- False Alarms - Intro to Machine Learning.mp4 6.4 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/4. Classification vs Regression Metrics - Udacity 2016-04-20 07-48-12.jpeg 162.6 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/16. Powell Precision and Recall - Intro to Machine Learning.mp4 1.7 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/25. Regression Metrics - Udacity 2016-04-20 08-00-01.jpeg 156.3 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/7.2 Shortcomings of Accuracy Solution - Intro to Machine Learning (1).mp4 8.9 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/21. -Practicing TP.mp4 706.5 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/5. Classification Metrics - Udacity 2016-04-20 07-48-23.jpeg 140.5 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/22. Equation for Precision - Intro to Machine Learning.mp4 2.8 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/7.1 Shortcomings of Accuracy - Udacity 2016-04-20 07-50-10.jpeg 246.6 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/7.2 Shortcomings of Accuracy Solution - Intro to Machine Learning.mp4 8.9 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/19.1 False Positives in Eigenfaces - Udacity 2016-04-20 07-56-42.jpeg 228.2 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/26.1 Mean Absolute Error.txt 125 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/27. Mean Squared Error - Udacity 2016-04-20 08-00-50.jpeg 179.5 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/14. Decision Tree Confusion Matrix - Intro to Machine Learning.mp4 4.5 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/10.1 Confusion Matrix Practice 1 - Udacity 2016-04-20 07-51-51.jpeg 193.0 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/18. True Positives in Eigenfaces - Intro to Machine Learning.mp4 4.6 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/23. Equation for Recall - Intro to Machine Learning.mp4 1.1 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/Evaluation Metrics Subtitles/02 - Shortcomings of Accuracy.srt 3.8 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/Evaluation Metrics Subtitles/14 - Confusion Matrix False Alarms.srt 1.2 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/Evaluation Metrics Subtitles/18 - Powell Precision and Recall.srt 296 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/Evaluation Metrics Subtitles/09 - Confusion Matrix Practice 2.srt 269 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/Evaluation Metrics Subtitles/29 - Practicing TP, FP, FN with Rumsfeld.srt 287 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/Evaluation Metrics Subtitles/31 - Equation for Precision.srt 934 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/Evaluation Metrics Subtitles/05 - Confusion Matrices.srt 1.5 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/Evaluation Metrics Subtitles/08 - Confusion Matrix Practice 1.srt 245 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/Evaluation Metrics Subtitles/03 - Shortcomings of Accuracy Solution.srt 1.8 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/Evaluation Metrics Subtitles/20 - Bush Precision and Recall.srt 169 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/Evaluation Metrics Subtitles/04 - Picking the Most Suitable Metric.srt 1.6 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/Evaluation Metrics Subtitles/13 - Confusion Matrix False Alarms.srt 478 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/Evaluation Metrics Subtitles/27 - False Negatives in Eigenfaces.srt 416 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/Evaluation Metrics Subtitles/28 - Practicing TP, FP, FN with Rumsfeld.srt 142 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/Evaluation Metrics Subtitles/30 - Equation for Precision.srt 551 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/Evaluation Metrics Subtitles/07 - Confusion Matrix Practice.srt 150 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/Evaluation Metrics Subtitles/32 - Equation for Recall.srt 259 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/Evaluation Metrics Subtitles/06 - Confusion Matrices.srt 255 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/Evaluation Metrics Subtitles/24 - False Positives in Eigenfaces.srt 117 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/Evaluation Metrics Subtitles/16 - Decision Tree Confusion Matrix.srt 990 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/Evaluation Metrics Subtitles/25 - False Positives in Eigenfaces.srt 300 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/Evaluation Metrics Subtitles/33 - Equation for Recall.srt 600 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/Evaluation Metrics Subtitles/01 - Welcome to Evaluation Metrics Lesson.srt 1.2 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/Evaluation Metrics Subtitles/12 - Filling in a Confusion Matrix.srt 435 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/Evaluation Metrics Subtitles/15 - Decision Tree Confusion Matrix.srt 720 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/Evaluation Metrics Subtitles/19 - Powell Precision and Recall.srt 668 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/Evaluation Metrics Subtitles/26 - False Negatives in Eigenfaces.srt 96 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/Evaluation Metrics Subtitles/11 - Filling in a Confusion Matrix.srt 396 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/Evaluation Metrics Subtitles/21 - Bush Precision and Recall.srt 1.1 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/Evaluation Metrics Subtitles/10 - Confusion Matrix Practice 2.srt 341 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/Evaluation Metrics Subtitles/22 - True Positives in Eigenfaces.srt 832 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/Evaluation Metrics Subtitles/17 - Precision and Recall.srt 1.1 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/Evaluation Metrics Subtitles/23 - True Positives in EigenFaces.srt 205 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/26. Mean Absolute Error - Udacity 2016-04-20 08-00-13.jpeg 179.3 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/18.2 True Positives in EigenFaces - Intro to Machine Learning.mp4 1.2 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/17.1 Bush Precision and Recall - Udacity 2016-04-20 07-55-34.jpeg 235.3 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/23.2 Equation for Recall - Intro to Machine Learning.mp4 3.0 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/9.1 Confusion Matrices - Udacity 2016-04-20 07-51-02.jpeg 191.6 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/22. Equation for Precision - Intro to Machine Learning (1).mp4 2.8 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/24.2 F1 Score.txt 103 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/20.1 False Negatives in Eigenfaces - Udacity 2016-04-20 07-57-14.jpeg 213.5 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/24. F1 Score - Udacity 2016-04-20 07-59-24.jpeg 161.6 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/27.1 Mean Squared Error.txt 123 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/8. Picking the Most Suitable Metric - Intro to Machine Learning.mp4 13.2 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/28. Regression Scoring Functions - Udacity 2016-04-20 08-01-26.jpeg 232.2 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/6. Accuracy - Udacity 2016-04-20 07-48-32.jpeg 170.5 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/9.2 Confusion Matrices.mkv 807.6 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/12.1 Filling in a Confusion Matrix - Udacity 2016-04-20 07-53-17.jpeg 198.4 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/14.2 Decision Tree Confusion Matrix - Intro to Machine Learning.mp4 5.1 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/11.2 Confusion Matrix Practice 2 - Intro to Machine Learning.mp4 1.7 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/14.1 Decision Tree Confusion Matrix - Udacity 2016-04-20 07-54-22.jpeg 203.3 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/21.2 -Practicing TP.mp4 1.7 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/12.2 Filling in a Confusion Matrix - Intro to Machine Learning.mp4 2.6 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/11. Confusion Matrix Practice 2 - Intro to Machine Learning.mp4 1.1 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/13. Confusion Matrix- False Alarms - Intro to Machine Learning.mp4 2.7 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/13.1 Confusion Matrix- False Alarms - Udacity 2016-04-20 07-53-51.jpeg 201.9 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/16.1 Powell Precision and Recall - Udacity 2016-04-20 07-55-04.jpeg 229.9 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/20. False Negatives in Eigenfaces - Intro to Machine Learning.mp4 511.6 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/10.2 Confusion Matrix Practice 1 - Intro to Machine Learning.mp4 982.1 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/6.2 Accuracy.txt 115 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/10. Confusion Matrix Practice - Intro to Machine Learning.mp4 605.0 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/11.1 Confusion Matrix Practice 2 - Udacity 2016-04-20 07-52-22.jpeg 194.5 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/9. Confusion Matrices - Intro to Machine Learning.mp4 7.8 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/18.1 True Positives in Eigenfaces - Udacity 2016-04-20 07-56-10.jpeg 225.3 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/20.2 False Negatives in Eigenfaces - Intro to Machine Learning.mp4 1.9 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/12. Filling in a Confusion Matrix.mkv 1.3 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/21.1 Practicing TP, FP, FN with Rumsfeld - Udacity 2016-04-20 07-57-46.jpeg 210.6 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/22.1 Equation for Precision - Udacity 2016-04-20 07-58-27.jpeg 217.0 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/28.2 Regression Scoring Functions.txt 240 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/15. Precision and Recall - Intro to Machine Learning.mp4 5.9 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/17. Bush Precision and Recall - Intro to Machine Learning.mp4 877.2 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/7. Shortcomings of Accuracy - Intro to Machine Learning.mp4 20.8 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/2. Before Picking a Metric - Udacity 2016-04-20 07-47-51.jpeg 269.9 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/19.2 False Positives in Eigenfaces - Intro to Machine Learning.mp4 1.4 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/1. Welcome to Evaluation Metrics Lesson - Intro to Machine Learning.mp4 9.7 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/19. False Positives in Eigenfaces - Intro to Machine Learning.mp4 534.3 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/17.2 Bush Precision and Recall - Intro to Machine Learning.mp4 6.4 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/22.2 Equation for Precision - Intro to Machine Learning.mp4 5.4 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/23.1 Equation for Recall - Udacity 2016-04-20 07-58-59 (1).jpeg 224.1 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/23.1 Equation for Recall - Udacity 2016-04-20 07-58-59.jpeg 224.1 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/3. Classification and Regression - Udacity 2016-04-20 07-48-02.jpeg 211.3 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/7. Evaluation Metrics/16.2 Powell Precision and Recall - Intro to Machine Learning.mp4 4.0 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/15. Submit/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/15. Submit/P1- Predicting Boston Housing Prices - Udacity 2016-04-20 08-27-05.jpeg 198.3 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/15. Submit/boston_housing.ipynb 26.0 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/12. Representative Power of a Model/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/12. Representative Power of a Model/1 - Curse of Dimensionality.mp4 25.2 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/12. Representative Power of a Model/2 - Curse of Dimensionality Two.mp4 59.0 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/12. Representative Power of a Model/Representative Power of a Model Subtitles/1 - Curse of Dimensionality.srt 5.8 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/12. Representative Power of a Model/Representative Power of a Model Subtitles/2 - Curse of Dimensionality Two.srt 13.0 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/2.Prerequisites/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/2.Prerequisites/2.Pre-reqs - Intro to Machine Learning.mp4 9.0 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/2.Prerequisites/1.Statistics Review & Supporting Libraries - Udacity 2016-04-19 22-22-43.jpeg 134.8 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/2.Prerequisites/Prerequisites Subtitles/1 - Prerequisites.srt 1.8 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/8. Causes of Error/1. Causes of Error - Udacity 2016-04-20 08-03-25.jpeg 142.9 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/8. Causes of Error/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/8. Causes of Error/5. Bias Variance Dilemma Quiz - Intro to Machine Learning.mp4 14.8 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/8. Causes of Error/4.1 Improving the Validity of a Model.txt 52 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/8. Causes of Error/6.1 Bias, Variance & Number of Features Pt 2 - Udacity 2016-04-20 08-05-09.jpeg 226.4 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/8. Causes of Error/2. Error due to Bias - Udacity 2016-04-20 08-03-33.jpeg 207.1 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/8. Causes of Error/4. Improving the Validity of a Model - Udacity 2016-04-20 08-03-54.jpeg 211.4 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/8. Causes of Error/3. Error due to Variance - Udacity 2016-04-20 08-03-42.jpeg 209.0 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/8. Causes of Error/5.2 Bias Variance Dilemma Solution - Intro to Machine Learning.mp4 3.4 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/8. Causes of Error/6.2 Bias_Variance and Features Quiz Solution - Intro to Machine Learning.mp4 9.2 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/8. Causes of Error/6. -Bias.mp4 4.5 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/8. Causes of Error/5.1 Bias, Variance, and Number of Features - Udacity 2016-04-20 08-04-39.jpeg 214.4 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/8. Causes of Error/7. Overfitting by Eye - Intro to Machine Learning.mp4 12.9 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/8. Causes of Error/Causes of Error Subtitles/1 - Bias Variance Dilemma Quiz.srt 3.0 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/8. Causes of Error/Causes of Error Subtitles/2 - Bias Variance Dilemma Solution.srt 752 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/8. Causes of Error/Causes of Error Subtitles/5 - Overfitting by Eye.srt 2.4 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/8. Causes of Error/Causes of Error Subtitles/4 - BiasVariance and Features Quiz Solution.srt 1.9 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/8. Causes of Error/Causes of Error Subtitles/3 - Bias, Variance and Features Quiz.srt 1.0 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/11.3 Average Bronze Medals - Udacity 2016-04-20 07-39-08.jpeg 327.1 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/13. Matrix Multiplication and Numpy Dot - Intro to Data Science.mp4 24.3 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/11. Average Bronze Medals - Intro to Data Science.mp4 4.6 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/14.1 Olympics Medal Points.py 1.6 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/12. -Average Gold.mp4 4.4 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/3. Numpy Playground.py 2.5 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/12.1 Average Gold, Silver, and Bronze Medals.py 1.7 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/11.2 Average Bronze Medals - Intro to Data Science.mp4 8.1 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/12.3 Average Gold, Silver, and Bronze Medals - Udacity 2016-04-20 07-40-36.jpeg 335.4 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/5.Pandas Playground -- Series.py 1.9 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/7.2 Dataframe -- Average Gold Medal - Intro to Data Science.mp4 6.6 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/7.1 Create a DataFrame.py 1.7 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/4. Pandas - Intro to Data Science.mp4 15.3 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/14.2 Olympics Medal Points - Intro to Data Science.mp4 15.1 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/6. Pandas Playground -- Dataframe.py 2.0 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/7. Dataframe -- Average Gold Medal - Intro to Data Science.mp4 6.1 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/8. Dataframe Columns - Intro to Data Science.mp4 15.1 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/14. Olympics Medal Points - Intro to Data Science.mp4 6.2 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/9. Pandas Playground - Indexing Dataframes.py 2.0 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/10. Pandas Vectorized Methods - Intro to Data Science.mp4 6.8 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/10.1 Pandas Vectorized Methods - Udacity 2016-04-20 07-35-28.jpeg 270.0 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/14.3 Olympics Medal Points - Udacity 2016-04-20 07-43-03.jpeg 334.1 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/11.1 Average Bronze Medals.py 1.9 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/1. Numpy and Pandas Tutorials - Udacity 2016-04-20 07-26-20.jpeg 160.8 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/Numpy & Pandas Tutorials Subtitles/13 - Olympics Medal Points.srt 2.0 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/Numpy & Pandas Tutorials Subtitles/11 - Matrix Multiplication and Numpy Dot.srt 3.3 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/Numpy & Pandas Tutorials Subtitles/03 - Dataframe -- Average Gold Medal.srt 977 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/Numpy & Pandas Tutorials Subtitles/04 - Dataframe -- Average Gold Medal.srt 841 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/Numpy & Pandas Tutorials Subtitles/12 - Olympics Medal Points.srt 705 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/Numpy & Pandas Tutorials Subtitles/01 - Numpy.srt 1.5 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/Numpy & Pandas Tutorials Subtitles/02 - Pandas.srt 2.6 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/Numpy & Pandas Tutorials Subtitles/06 - Pandas Vectorized Methods.srt 2.1 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/Numpy & Pandas Tutorials Subtitles/10 - Average Gold, Silver, and Bronze Medals.srt 527 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/Numpy & Pandas Tutorials Subtitles/09 - Average Gold, Silver, and Bronze Medals.srt 533 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/Numpy & Pandas Tutorials Subtitles/08 - Average Bronze Medals.srt 930 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/Numpy & Pandas Tutorials Subtitles/07 - Average Bronze Medals.srt 493 Bytes3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/Numpy & Pandas Tutorials Subtitles/05 - Dataframe Columns.srt 2.8 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/13.1 Matrix Multiplication and Numpy Dot - Udacity 2016-04-20 07-41-46.jpeg 265.9 kB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/12.2 -Average Gold.mp4 4.7 MB3. P1 Predicting Boston Housing Prices/1.Model Evaluation and Validation/5. Numpy & Pandas Tutorials/2. Numpy - Intro to Data Science.mp4 3.9 MB3. P1 Predicting Boston Housing Prices/2.Project Prep/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB3. P1 Predicting Boston Housing Prices/2.Project Prep/P1- Predicting Boston Housing Prices - Udacity 2016-04-20 08-27-05.jpeg 198.3 kB3. P1 Predicting Boston Housing Prices/2.Project Prep/boston_housing.ipynb 26.0 kB5. P3 Creating Customer Segments/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB5. P3 Creating Customer Segments/2. Project Prep/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB5. P3 Creating Customer Segments/2. Project Prep/3.1 Questions and Report Structure.txt 153 Bytes5. P3 Creating Customer Segments/2. Project Prep/2.1 Project Description and Deliverables.txt 370 Bytes5. P3 Creating Customer Segments/2. Project Prep/5. P3- Creating Customer Segments - Udacity 2016-04-27 07-33-35.jpeg 222.0 kB5. P3 Creating Customer Segments/2. Project Prep/1. Project Description and Highlights - Udacity 2016-04-27 07-30-05.jpeg 394.6 kB5. P3 Creating Customer Segments/2. Project Prep/4.1 Evaluation & Submission.txt 229 Bytes5. P3 Creating Customer Segments/2. Project Prep/4. Evaluation & Submission - Udacity 2016-04-27 07-32-36.jpeg 221.8 kB5. P3 Creating Customer Segments/2. Project Prep/2. Project Description and Deliverables - Udacity 2016-04-27 07-30-40.jpeg 419.1 kB5. P3 Creating Customer Segments/2. Project Prep/1.1 Project Description and Highlights.txt 162 Bytes5. P3 Creating Customer Segments/2. Project Prep/3. Questions and Report Structure - Udacity 2016-04-27 07-32-00.jpeg 553.8 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/1. Introduction to Unsupervised Learning/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/1. Introduction to Unsupervised Learning/1. Unsupervised Learning.mp4 9.8 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/1. Introduction to Unsupervised Learning/2. Unsupervised Learning What Youll Watch and Learn.mp4 8.1 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/4. Clustering Mini-Project/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/4. Clustering Mini-Project/3.1 Clustering Features.txt 41 Bytes5. P3 Creating Customer Segments/1. Unsupervised Learning/4. Clustering Mini-Project/6. Stock Option Range - Udacity 2016-04-26 21-59-16.jpeg 235.4 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/4. Clustering Mini-Project/5.1 Clustering with 3 Features - Udacity 2016-04-26 21-59-05.jpeg 208.5 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/4. Clustering Mini-Project/4.1 Deploying Clustering - Udacity 2016-04-26 21-58-41.jpeg 205.5 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/4. Clustering Mini-Project/2.1 K-Means Clustering Mini-Project.txt 41 Bytes5. P3 Creating Customer Segments/1. Unsupervised Learning/4. Clustering Mini-Project/1. Clustering Mini-Project Video - Intro to Machine Learning.mp4 5.2 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/4. Clustering Mini-Project/2. K-Means Clustering Mini-Project - Udacity 2016-04-26 21-56-26.jpeg 161.3 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/4. Clustering Mini-Project/5. Clustering with 3 Features - Udacity 2016-04-26 21-58-54.jpeg 205.1 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/4. Clustering Mini-Project/7.1 Salary Range - Udacity 2016-04-26 21-59-47.jpeg 177.7 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/4. Clustering Mini-Project/7. Salary Range - Udacity 2016-04-26 21-59-37.jpeg 188.8 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/4. Clustering Mini-Project/3.2 Clustering Features - Udacity 2016-04-26 21-58-05.jpeg 175.3 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/4. Clustering Mini-Project/4. Deploying Clustering - Udacity 2016-04-26 21-58-31.jpeg 159.7 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/4. Clustering Mini-Project/8.1 Clustering Changes - Udacity 2016-04-26 22-00-09.jpeg 194.1 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/4. Clustering Mini-Project/3. Clustering Features - Udacity 2016-04-26 21-57-23.jpeg 186.1 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/4. Clustering Mini-Project/8. Clustering Changes - Udacity 2016-04-26 21-59-59.jpeg 223.3 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/4. Clustering Mini-Project/6.1 Stock Option Range - Udacity 2016-04-26 21-59-25.jpeg 185.3 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/2. Clustering/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/2. Clustering/14. Limitations of K-Means Quiz - Intro to Machine Learning.mp4 4.7 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/2. Clustering/16.1 Counterintuitive Clusters 2 - Udacity 2016-04-25 16-09-05.jpeg 168.1 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/2. Clustering/7.2 Match Points (again) - Intro to Machine Learning.mp4 5.9 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/2. Clustering/10. K-Means Clustering Visualization 2 - Intro to Machine Learning.mp4 17.4 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/2. Clustering/4.2 Match Points with Clusters - Intro to Machine Learning.mp4 3.5 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/2. Clustering/4.1 Match Points with Clusters - Udacity 2016-04-25 16-03-18.jpeg 192.2 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/2. Clustering/3. How Many Clusters - Intro to Machine Learning.mp4 3.9 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/2. Clustering/13. Some challenges of k-means - Intro to Machine Learning.mp4 3.2 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/2. Clustering/14.2 Limitations of K-Means Solution - Intro to Machine Learning.mp4 1.2 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/2. Clustering/11. K-Means Clustering Visualization 3 - Intro to Machine Learning.mp4 11.4 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/2. Clustering/9.1 K-Means Cluster Visualization - Udacity 2016-04-25 16-06-16.jpeg 210.1 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/2. Clustering/9.3 K-Means Clustering Visualization - Intro to Machine Learning.mp4 1.9 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/2. Clustering/15.1 Counterintuitive Clusters - Udacity 2016-04-25 16-08-36.jpeg 182.7 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/2. Clustering/16. Counterintuitive Clusters - Intro to Machine Learning.mp4 3.2 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/2. Clustering/15. Counterintuitive Clusters - Intro to Machine Learning.mp4 5.4 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/2. Clustering/15.2 Counterintuitive Clusters - Udacity 2016-04-25 16-08-45.jpeg 189.4 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/2. Clustering/12. Sklearn - Intro to Machine Learning.mp4 36.2 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/2. Clustering/7.1 Match Points (again) - Udacity 2016-04-25 16-04-41.jpeg 175.4 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/2. Clustering/3.1 How Many Clusters- - Udacity 2016-04-25 16-02-50.jpeg 172.6 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/2. Clustering/9. K-Means Clustering Visualization - Intro to Machine Learning.mp4 5.4 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/2. Clustering/8. Handoff to Katie.mp4 481.3 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/2. Clustering/5.1 Optimizing Centers (Rubber Bands) - Udacity 2016-04-25 16-03-50.jpeg 174.9 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/2. Clustering/10.2 a.txt 65 Bytes5. P3 Creating Customer Segments/1. Unsupervised Learning/2. Clustering/6. Moving Centers 2 - Intro to Machine Learning.mp4 2.1 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/2. Clustering/3.2 How Many Clusters - Intro to Machine Learning.mp4 2.4 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/2. Clustering/9.2 K-Means Cluster Visualization.txt 65 Bytes5. P3 Creating Customer Segments/1. Unsupervised Learning/2. Clustering/4. Match Points with Clusters - Intro to Machine Learning.mp4 4.7 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/2. Clustering/6.2 Moving Centers 2 - Intro to Machine Learning.mp4 1.7 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/2. Clustering/5.2 Optimizing Centers Quiz - Intro to Machine Learning.mp4 3.0 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/2. Clustering/1. Unsupervised Learning - Intro to Machine Learning.mp4 14.6 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/2. Clustering/2. Clustering Movies - Intro to Machine Learning.mp4 12.5 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/2. Clustering/5. Optimizing Centers (Rubber Bands).mp4 3.1 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/2. Clustering/6.1 Moving Centers 2 - Udacity 2016-04-25 16-04-15.jpeg 176.9 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/2. Clustering/7. Match Points (again) - Intro to Machine Learning.mp4 1.8 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/2. Clustering/14.1 Limitations of K-Means - Udacity 2016-04-25 16-08-10.jpeg 182.7 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/2. Clustering/10.1 K-Means Clustering Visualization 2 - Udacity 2016-04-25 16-07-10.jpeg 220.1 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/2. Clustering/16.2 Counterintuitive Clusters - Intro to Machine Learning.mp4 7.6 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/10. Practice Finding Centers - Intro to Machine Learning.mp4 4.4 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/5.2 Trickiest Data Dimensionality - Intro to Machine Learning.mp4 8.4 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/27.2 PCA on Enron finance data - Intro to Machine Learning.mp4 2.7 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/19. Advantages of Maximal Variance - Intro to Machine Learning.mp4 8.8 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/2. Trickier Data Dimensionality - Intro to Machine Learning.mp4 594.4 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/5.1 Trickiest Data Dimensionality - Udacity 2016-04-26 22-21-50.jpeg 180.3 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/18.2 Maximal Variance - Intro to Machine Learning.mp4 1.7 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/1. Introduction.mp4 1.2 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/24.1 Maximum Number of PCs Quiz - Udacity 2016-04-26 22-29-53.jpeg 189.5 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/5. Trickiest Data Dimensionality - Intro to Machine Learning.mp4 1.5 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/9.2 Second Principal Component of New System - Intro to Machine Learning.mp4 6.3 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/31. Eigenfaces Code - Intro to Machine Learning.mp4 37.0 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/7.2 Center of a New Coordinate System - Intro to Machine Learning.mp4 1.8 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/15.1 From Four Features to Two - Udacity 2016-04-26 22-26-18.jpeg 195.5 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/25. Review_Definition of PCA - Intro to Machine Learning.mp4 15.8 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/15.2 From Four Features to Two - Intro to Machine Learning.mp4 4.8 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/22.1 Neighborhood Composite Feature - Udacity 2016-04-26 22-29-16.jpeg 210.1 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/9. Second Principal Component of New System - Intro to Machine Learning.mp4 3.0 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/19.2 Advantages of Maximal Variance - Intro to Machine Learning.mp4 3.6 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/3. -One-Dimensional.mp4 1.4 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/11.1 Practice Finding New Axes - Udacity 2016-04-26 22-24-26.jpeg 206.5 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/30.2 PCA for Facial Recognition - Intro to Machine Learning.mp4 12.6 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/12. Which Data is Ready for PCA - Intro to Machine Learning.mp4 3.7 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/8. Principal Axis of New Coordinate System - Intro to Machine Learning.mp4 4.4 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/8.1 Principal Axis of New Coordinate System - Udacity 2016-04-26 22-22-56.jpeg 205.2 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/22. Neighborhood Composite Feature - Intro to Machine Learning.mp4 3.4 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/8.2 Principal Axis of New Coordinate System - Intro to Machine Learning.mp4 884.6 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/24. Maximum Number of PCs Quiz - Intro to Machine Learning.mp4 2.5 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/11.2 Practice Finding New Axes - Intro to Machine Learning.mp4 10.5 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/3.1 One-Dimensional, or Two- - Udacity 2016-04-26 22-20-59.jpeg 188.4 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/14. Latent Features - Intro to Machine Learning.mp4 3.2 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/23. PCA for Feature Transformation - Intro to Machine Learning.mp4 21.1 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/21. Info Loss and Principal Components - Intro to Machine Learning.mp4 11.2 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/6. PCA for Data Transformation - Intro to Machine Learning.mp4 9.1 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/13.1 When Does an Axis Dominate - Udacity 2016-04-26 22-25-21.jpeg 175.1 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/13.2 When Does an Axis Dominate.mkv 3.0 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/22.2 Neighborhood Composite Feature.mp4 2.9 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/16.2 Compression While Preserving Information - Intro to Machine Learning.mp4 4.0 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/29. When to Use PCA - Intro to Machine Learning.mp4 23.4 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/1.1 Data Dimensionality - Udacity 2016-04-26 22-20-04.jpeg 170.6 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/14.1 Measurable vs. Latent Features Quiz - Udacity 2016-04-26 22-25-50.jpeg 177.5 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/7.1 Center of a New Coordinate System - Udacity 2016-04-26 22-22-29.jpeg 183.2 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/20.2 Maximal Variance and Information Loss - Intro to Machine Learning.mp4 2.0 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/2.2 Trickier Dimensionality - Intro to Machine Learning.mp4 1.7 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/27.1 PCA on the Enron Finance Data - Udacity 2016-04-26 22-31-09.jpeg 175.4 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/20.1 Maximal Variance and Information Loss - Udacity 2016-04-26 22-28-38.jpeg 223.6 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/28.1 PCA in sklearn - Udacity 2016-04-26 22-31-40.jpeg 319.3 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/10.1 Practice Finding Centers - Udacity 2016-04-26 22-23-58.jpeg 191.0 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/19.1 Advantages of Maximal Variance - Udacity 2016-04-26 22-28-13.jpeg 212.8 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/16.1 Compression While Preserving Information - Udacity 2016-04-26 22-26-47.jpeg 213.0 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/30.1 PCA for Facial Recognition - Udacity 2016-04-26 22-32-09.jpeg 206.6 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/26.1 Applying PCA to Real Data.txt 110 Bytes5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/2.1 Trickier Data Dimensionality - Udacity 2016-04-26 22-20-30.jpeg 177.9 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/18. Maximal Variance - Intro to Machine Learning.mp4 12.5 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/24.2 Maximum Number of PCs Quiz - Intro to Machine Learning.mp4 1.8 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/28. PCA in sklearn - Intro to Machine Learning.mp4 27.5 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/4.1 Slightly Less Perfect Data - Udacity 2016-04-26 22-21-24.jpeg 181.1 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/13. When Does an Axis Dominate - Intro to Machine Learning.mp4 2.5 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/11. Practice Finding New Axes - Intro to Machine Learning.mp4 512.6 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/16. Compression While Preserving Information - Intro to Machine Learning.mp4 14.8 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/18.1 Maximal Variance - Udacity 2016-04-26 22-27-41.jpeg 188.7 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/17.2 Composite Features - Intro to Machine Learning.mp4 3.0 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/10.2 Practice Finding Centers - Intro to Machine Learning.mp4 527.2 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/3.2 -One-Dimensional.mp4 4.8 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/4.2 Slightly Less Perfect Data - Intro to Machine Learning.mp4 4.3 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/4. Slightly Less Perfect Data - Intro to Machine Learning.mp4 1.6 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/17. Composite Features - Intro to Machine Learning.mp4 21.0 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/26. Applying PCA to Real Data - Udacity 2016-04-26 22-30-26.jpeg 143.5 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/30. PCA for Facial Recognition - Intro to Machine Learning.mp4 8.2 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/9.1 Second Principal Component of New System - Udacity 2016-04-26 22-23-25.jpeg 212.1 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/15. From Four Features to Two - Intro to Machine Learning.mp4 8.4 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/14.2 Latent Features - Intro to Machine Learning.mp4 591.2 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/12.2 Which Data is Good for PCA - Intro to Machine Learning.mp4 7.4 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/27. PCA on the Enron Finance Data - Intro to Machine Learning.mp4 6.0 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/12.1 Which Data is Ready for PCA - Udacity 2016-04-26 22-24-53.jpeg 165.2 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/7. Center of a New Coordinate System - Intro to Machine Learning.mp4 6.4 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/1.2 Data Dimensionality - Intro to Machine Learning.mp4 778.9 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/20. Maximal Variance and Information Loss - Intro to Machine Learning.mp4 13.9 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/1. Data Dimensionality - Intro to Machine Learning.mp4 6.4 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/7. PCA/17.1 Composite Features - Udacity 2016-04-26 22-27-14.jpeg 197.5 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/6. Feature Selection/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/6. Feature Selection/3. Algorithms Quiz - Georgia Tech - Machine Learning.mp4 21.3 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/6. Feature Selection/2. Feature Selection - Georgia Tech - Machine Learning.mp4 29.3 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/6. Feature Selection/8.1 Minimum features required - Udacity 2016-04-26 22-11-31.jpeg 176.6 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/6. Feature Selection/3.2 Algorithms Quiz Solution - Georgia Tech - Machine Learning.mp4 19.2 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/6. Feature Selection/3.1 Algorithms - Udacity 2016-04-26 22-10-12.jpeg 177.7 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/6. Feature Selection/8.2 Zero Training Error Quiz Solution - Georgia Tech - Machine Learning.mp4 56.8 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/6. Feature Selection/6. Wrapping - Georgia Tech - Machine Learning.mp4 53.9 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/6. Feature Selection/4. Filtering and Wrapping - Georgia Tech - Machine Learning.mp4 26.9 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/6. Feature Selection/10. Relevance vs Usefulness - Georgia Tech - Machine Learning.mp4 44.5 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/6. Feature Selection/7. Searching.mp4 23.2 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/6. Feature Selection/5. Speed - Georgia Tech - Machine Learning.mp4 63.7 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/6. Feature Selection/9. Relevance - Georgia Tech - Machine Learning.mp4 48.9 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/6. Feature Selection/11. What Have We Learned.mp4 12.3 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/6. Feature Selection/8. Zero Training Error Quiz - Georgia Tech - Machine Learning.mp4 21.9 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/9. Feature Transformation/7.1 Cocktail Party Problem - Udacity 2016-04-27 07-18-06.jpeg 216.1 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/9. Feature Transformation/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/9. Feature Transformation/9.2 PCA vs ICA Quiz Solution - Georgia Tech - Machine Learning.mp4 92.3 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/9. Feature Transformation/12.1 Alternatives Quiz - Udacity 2016-04-27 07-20-14.jpeg 179.8 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/9. Feature Transformation/14. Wrap Up.mp4 20.4 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/9. Feature Transformation/12. Alternatives Quiz.mp4 755.9 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/9. Feature Transformation/14.1 Wrap up 57 Bytes5. P3 Creating Customer Segments/1. Unsupervised Learning/9. Feature Transformation/4. Words Like Tesla - Georgia Tech - Machine Learning.mp4 22.3 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/9. Feature Transformation/10.1 PCA vs ICA Continued - Udacity 2016-04-27 07-19-39.jpeg 169.6 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/9. Feature Transformation/3. What Are Our Features - Georgia Tech - Machine Learning.mp4 71.8 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/9. Feature Transformation/2. Feature Transformation.mp4 18.4 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/9. Feature Transformation/6. Independent Components Analysis Two.mp4 19.1 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/9. Feature Transformation/9.1 PCA vs ICA - Udacity 2016-04-27 07-18-46.jpeg 177.0 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/9. Feature Transformation/8. Matrix.mp4 23.3 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/9. Feature Transformation/9. PCA vs ICA.mp4 1.9 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/9. Feature Transformation/7.2 Cocktail Party Problem.txt 125 Bytes5. P3 Creating Customer Segments/1. Unsupervised Learning/9. Feature Transformation/5. Independent Components Analysis - Georgia Tech - Machine Learning.mp4 20.2 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/9. Feature Transformation/14.2 Wrap Up - Udacity 2016-04-27 07-21-16.jpeg 159.1 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/9. Feature Transformation/7. Cocktail Party Problem.mp4 16.2 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/9. Feature Transformation/10. PCA vs ICA Continued.mp4 26.5 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/9. Feature Transformation/13. Alternatives Two - Georgia Tech - Machine Learning.mp4 28.5 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/9. Feature Transformation/1. Introduction - Georgia Tech - Machine Learning.mp4 62.2 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/9. Feature Transformation/10.2 PCA vs ICA Continued.txt 64 Bytes5. P3 Creating Customer Segments/1. Unsupervised Learning/9. Feature Transformation/11. Alternatives.mp4 18.1 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/9. Feature Transformation/12.2 Alternatives Quiz Quiz Solution - Georgia Tech - Machine Learning.mp4 17.2 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/3. More Clustering/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/3. More Clustering/9. EM Examples - Georgia Tech - Machine Learning.mp4 40.4 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/3. More Clustering/4.2 Issues With SLC.mp4 9.9 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/3. More Clustering/5.1 Soft Clustering Quiz - Udacity 2016-04-26 21-40-23.jpeg 208.8 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/3. More Clustering/3.2 Running Time of SLC Quiz Solution - Georgia Tech - Machine Learning.mp4 33.5 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/3. More Clustering/1.2 Single Linkage Clustering Quiz Solution - Georgia Tech - Machine Learning.mp4 8.0 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/3. More Clustering/3.1 Running Time of SLC - Udacity 2016-04-26 21-38-05.jpeg 191.1 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/3. More Clustering/5. Soft Clustering Quiz - Georgia Tech - Machine Learning.mp4 7.7 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/3. More Clustering/4. Issues With SLC Quiz - Georgia Tech - Machine Learning.mp4 4.6 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/3. More Clustering/2. Single Linkage Clustering Two - Georgia Tech - Machine Learning.mp4 42.3 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/3. More Clustering/10. Properties of EM - Georgia Tech - Machine Learning.mp4 31.5 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/3. More Clustering/12.2 Clustering Properties Quiz Quiz Solution - Georgia Tech - Machine Learning.mp4 35.3 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/3. More Clustering/5.2 Soft Clustering Quiz Quiz Solution - Georgia Tech - Machine Learning.mp4 10.0 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/3. More Clustering/7. Maximum Likelihood Gaussian - Georgia Tech - Machine Learning.mp4 18.9 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/3. More Clustering/12.1 Clustering Properties Quiz - Udacity 2016-04-26 21-49-49.jpeg 212.7 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/3. More Clustering/12. Clustering Properties Quiz - Georgia Tech - Machine Learning.mp4 21.1 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/3. More Clustering/3. Running Time of SLC Quiz - Georgia Tech - Machine Learning.mp4 7.8 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/3. More Clustering/4.1 Issues With SLC - Udacity 2016-04-26 21-38-35.jpeg 208.0 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/3. More Clustering/1.Single Linkage Clustering.mkv 29.1 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/3. More Clustering/8.1 Expectation Maximization - Udacity 2016-04-26 21-48-36.jpeg 243.1 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/3. More Clustering/14. What Have We Learned- - Georgia Tech - Machine Learning.mp4 10.7 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/3. More Clustering/11. Clustering Properties - Georgia Tech - Machine Learning.mp4 38.9 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/3. More Clustering/13. Impossibility Theorem - Georgia Tech - Machine Learning.mp4 23.7 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/3. More Clustering/1.1 Single Linkage Clustering - Udacity 2016-04-26 21-37-22.jpeg 207.8 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/3. More Clustering/8. Expectation Maximization - Georgia Tech - Machine Learning.mp4 36.3 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/3. More Clustering/6. Soft Clustering - Georgia Tech - Machine Learning.mp4 26.0 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/10. Outro/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/10. Outro/1. Reinforcement Learning Outro Part 1 - Georgia Tech - Machine Learning.mp4 79.8 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/5. Feature Scaling/5. Quiz - Intro to Machine Learning.mp4 2.4 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/5. Feature Scaling/7. Feature Scaling Formula Quiz 1 - Intro to Machine Learning.mp4 5.3 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/5. Feature Scaling/9.1 Feature Scaling Formula Quiz 3 - Udacity 2016-04-26 22-04-36.jpeg 215.6 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/5. Feature Scaling/4.2 Solution - Intro to Machine Learning.mp4 713.2 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/5. Feature Scaling/3. Quiz - Intro to Machine Learning.mp4 646.3 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/5. Feature Scaling/10. MinMax Rescaler Coding Quiz.mp4 1.2 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/5. Feature Scaling/5.1 Chris's Shirt Size by Our Metric - Udacity 2016-04-26 22-03-02.jpeg 223.8 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/5. Feature Scaling/4. Quiz - Intro to Machine Learning.mp4 418.0 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/5. Feature Scaling/3.2 Solution - Intro to Machine Learning.mp4 972.1 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/5. Feature Scaling/5.2 Solution - Intro to Machine Learning.mp4 2.1 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/5. Feature Scaling/1. Chris Shirt Size Intuition - Intro to Machine Learning.mp4 10.9 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/5. Feature Scaling/12. Quiz on Algorithms Requiring Rescaling - Intro to Machine Learning.mp4 6.9 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/5. Feature Scaling/8.2 Feature Scale Formula Solution 2 - Intro to Machine Learning.mp4 506.9 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/5. Feature Scaling/3.1 Height + Weight for Cameron - Udacity 2016-04-26 22-01-56.jpeg 209.6 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/5. Feature Scaling/2.2 Solution - Intro to Machine Learning.mp4 920.3 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/5. Feature Scaling/10.3 Min_Max Rescaler Solution - Intro to Machine Learning.mp4 1.3 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/5. Feature Scaling/2. Quiz - Intro to Machine Learning.mp4 4.2 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/5. Feature Scaling/12.2 Algorithms Requiring Rescaling Solution - Intro to Machine Learning.mp4 17.0 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/5. Feature Scaling/7.2 Feature Scaling Formula Solution - Intro to Machine Learning.mp4 749.3 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/5. Feature Scaling/10.2 Min_Max Rescaler Coding Quiz.py 508 Bytes5. P3 Creating Customer Segments/1. Unsupervised Learning/5. Feature Scaling/12.1 Quiz on Algorithms Requiring Rescaling - Udacity 2016-04-26 22-06-35.jpeg 205.8 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/5. Feature Scaling/9.2 Feature Scaling Formula Quiz 3 Solution - Intro to Machine Learning.mp4 6.0 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/5. Feature Scaling/8. Feature Scaling Formula Quiz 2 - Intro to Machine Learning.mp4 304.2 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/5. Feature Scaling/4.1 Sarah's Height + Weight - Udacity 2016-04-26 22-02-24.jpeg 213.6 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/5. Feature Scaling/1.1 Chris's T-Shirt Size (Intuition) - Udacity 2016-04-26 22-01-05.jpeg 203.3 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/5. Feature Scaling/9. Feature Scaling Formula Quiz 3 - Intro to Machine Learning.mp4 3.6 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/5. Feature Scaling/10.1 Min-Max Rescaler Coding Quiz - Udacity 2016-04-26 22-05-32.jpeg 290.6 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/5. Feature Scaling/2.1 A Metric for Chris - Udacity 2016-04-26 22-01-30.jpeg 215.2 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/5. Feature Scaling/11. Min_Max Scaler in sklearn - Intro to Machine Learning.mp4 26.0 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/5. Feature Scaling/1.2 Chris Shirt Size Solution - Intro to Machine Learning.mp4 1.8 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/5. Feature Scaling/7.1 Feature Scaling Formula Quiz 1 - Udacity 2016-04-26 22-03-41.jpeg 192.6 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/5. Feature Scaling/8.1 Feature Scaling Formula Quiz 2 - Udacity 2016-04-26 22-04-07.jpeg 196.4 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/5. Feature Scaling/6. Comparing Features with Different Scales - Intro to Machine Learning.mp4 16.3 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/8. PCA Mini-Project/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/8. PCA Mini-Project/5. F1 Score vs. No. of PCs Used - Udacity 2016-04-27 07-13-27.jpeg 160.8 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/8. PCA Mini-Project/1. PCA Mini Project Video - Intro to Machine Learning.mp4 5.2 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/8. PCA Mini-Project/3.1 Explained Variance of Each PC - Udacity 2016-04-27 07-12-53.jpeg 374.1 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/8. PCA Mini-Project/2. PCA Mini-Project - Udacity 2016-04-27 07-11-34.jpeg 216.4 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/8. PCA Mini-Project/4. How Many PCs to Use- - Udacity 2016-04-27 07-13-06.jpeg 206.3 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/8. PCA Mini-Project/7. Selecting Principal Components Quiz - Intro to Machine Learning.mp4 10.9 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/8. PCA Mini-Project/7.1 Selecting Principal Components - Udacity 2016-04-27 07-14-18.jpeg 206.1 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/8. PCA Mini-Project/7.2 Selecting Principal Components Solution - Intro to Machine Learning.mp4 12.7 MB5. P3 Creating Customer Segments/1. Unsupervised Learning/8. PCA Mini-Project/5.1 F1 Score vs. No. of PCs Used - Udacity 2016-04-27 07-13-35.jpeg 174.1 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/8. PCA Mini-Project/4.1 How Many PCs to Use- - Udacity 2016-04-27 07-13-16.jpeg 189.3 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/8. PCA Mini-Project/3. Explained Variance of Each PC - Udacity 2016-04-27 07-12-36.jpeg 345.3 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/8. PCA Mini-Project/2.1 PCA Mini-Project.txt 152 Bytes5. P3 Creating Customer Segments/1. Unsupervised Learning/8. PCA Mini-Project/6.1 Dimensionality Reduction and Overfitting - Udacity 2016-04-27 07-13-56.jpeg 218.1 kB5. P3 Creating Customer Segments/1. Unsupervised Learning/8. PCA Mini-Project/6. Dimensionality Reduction and Overfitting - Udacity 2016-04-27 07-13-48.jpeg 144.9 kB4. P2 Build a Student Intervention System/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB4. P2 Build a Student Intervention System/2. Project/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB4. P2 Build a Student Intervention System/2. Project/1. Project Prep/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB4. P2 Build a Student Intervention System/2. Project/1. Project Prep/3.1 Questions and Report Structure.txt 85 Bytes4. P2 Build a Student Intervention System/2. Project/1. Project Prep/2.1 Language, Libraries & Deliverables.txt 89 Bytes4. P2 Build a Student Intervention System/2. Project/1. Project Prep/4. Evaluation & Submission - Udacity 2016-04-25 15-54-11.jpeg 199.6 kB4. P2 Build a Student Intervention System/2. Project/1. Project Prep/4.2 Evaluation & Submission.txt 119 Bytes4. P2 Build a Student Intervention System/2. Project/1. Project Prep/3. Questions and Report Structure - Udacity 2016-04-25 15-53-32.jpeg 470.8 kB4. P2 Build a Student Intervention System/2. Project/1. Project Prep/1. Project Description - Udacity 2016-04-25 15-51-59.jpeg 577.5 kB4. P2 Build a Student Intervention System/2. Project/1. Project Prep/1.2 Project Description.txt 83 Bytes4. P2 Build a Student Intervention System/2. Project/1. Project Prep/2. Language, Libraries & Deliverables - Udacity 2016-04-25 15-52-58.jpeg 242.1 kB4. P2 Build a Student Intervention System/2. Project/2. Submission/Linear Regression Review.pdf 198.6 kB4. P2 Build a Student Intervention System/2. Project/2. Submission/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB4. P2 Build a Student Intervention System/2. Project/2. Submission/Gradient Descent.pdf 236.9 kB4. P2 Build a Student Intervention System/2. Project/2. Submission/Neural Networks.pdf 2.4 MB4. P2 Build a Student Intervention System/2. Project/2. Submission/Kernel_Methods_and_SVMs.pdf 352.9 kB4. P2 Build a Student Intervention System/2. Project/2. Submission/Intro to Boosting.pdf 503.4 kB4. P2 Build a Student Intervention System/2. Project/2. Submission/Instance Based Learning.pdf 167.7 kB4. P2 Build a Student Intervention System/2. Project/2. Submission/Bayesian Learning.pdf 493.3 kB4. P2 Build a Student Intervention System/2. Project/2. Submission/ID3 Algorithm for Decision Trees.pdf 961.1 kB4. P2 Build a Student Intervention System/2. Project/2. Submission/Bayesian Inference.pdf 396.0 kB4. P2 Build a Student Intervention System/2. Project/2. Submission/1. P2- Build a Student Intervention System - Udacity 2016-04-25 15-55-55.jpeg 227.8 kB4. P2 Build a Student Intervention System/1. Supervised Learning/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/7. Neural Networks/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/7. Neural Networks/Gradient Descent.pdf 236.9 kB4. P2 Build a Student Intervention System/1. Supervised Learning/7. Neural Networks/6. How Powerful is a Perceptron Unit NOT Quiz - Georgia Tech - Machine Learning.mp4 5.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/7. Neural Networks/Neural Networks.pdf 2.4 MB4. P2 Build a Student Intervention System/1. Supervised Learning/7. Neural Networks/2.2 Artificial Neural Networks Quiz Solution - Georgia Tech - Machine Learning.mp4 6.6 MB4. P2 Build a Student Intervention System/1. Supervised Learning/7. Neural Networks/9. Gradient Descent - Georgia Tech - Machine Learning.mp4 37.4 MB4. P2 Build a Student Intervention System/1. Supervised Learning/7. Neural Networks/2. Artificial Neural Networks Quiz - Georgia Tech - Machine Learning.mp4 5.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/7. Neural Networks/7. XOR as Perceptron Network Quiz - Georgia Tech - Machine Learning.mp4 10.1 MB4. P2 Build a Student Intervention System/1. Supervised Learning/7. Neural Networks/5.1 How Powerful is a Perceptron Unit OR Quiz - Udacity 2016-04-25 10-13-29.jpeg 249.8 kB4. P2 Build a Student Intervention System/1. Supervised Learning/7. Neural Networks/11.1 Comparison of Learning Rules Quiz - Udacity 2016-04-25 10-17-29.jpeg 259.2 kB4. P2 Build a Student Intervention System/1. Supervised Learning/7. Neural Networks/4.1 How Powerful is a Perceptron Unit Quiz - Udacity 2016-04-25 10-12-48.jpeg 258.2 kB4. P2 Build a Student Intervention System/1. Supervised Learning/7. Neural Networks/3.1 Thresholding function.txt 53 Bytes4. P2 Build a Student Intervention System/1. Supervised Learning/7. Neural Networks/11. Comparison of Learning Rules Quiz - Georgia Tech - Machine Learning.mp4 10.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/7. Neural Networks/1. Neural Networks - Georgia Tech - Machine Learning.mp4 33.6 MB4. P2 Build a Student Intervention System/1. Supervised Learning/7. Neural Networks/12. Sigmoid - Georgia Tech - Machine Learning.mp4 40.8 MB4. P2 Build a Student Intervention System/1. Supervised Learning/7. Neural Networks/4. How Powerful is a Perceptron Unit Quiz - Georgia Tech - Machine Learning.mp4 5.0 MB4. P2 Build a Student Intervention System/1. Supervised Learning/7. Neural Networks/6.2 How Powerful is a Perceptron Unit NOT Quiz Quiz Solution - Georgia Tech - Machine Learning.mp4 16.8 MB4. P2 Build a Student Intervention System/1. Supervised Learning/7. Neural Networks/5. How Powerful is a Perceptron Unit OR Quiz - Georgia Tech - Machine Learning.mp4 3.6 MB4. P2 Build a Student Intervention System/1. Supervised Learning/7. Neural Networks/3. How Powerful is a Perceptron Unit - Georgia Tech - Machine Learning.mp4 32.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/7. Neural Networks/10. Comparison of Learning Rules - Georgia Tech - Machine Learning.mp4 11.4 MB4. P2 Build a Student Intervention System/1. Supervised Learning/7. Neural Networks/16. Preference Bias - Georgia Tech - Machine Learning.mp4 38.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/7. Neural Networks/4.2 How Powerful is a Perceptron Unit Quiz Quiz Solution - Georgia Tech - Machine Learning.mp4 13.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/7. Neural Networks/11.2 Comparison of Learning Rules Quiz Quiz Solution - Georgia Tech - Machine Learning.mp4 14.4 MB4. P2 Build a Student Intervention System/1. Supervised Learning/7. Neural Networks/17. Summary - Georgia Tech - Machine Learning.mp4 9.8 MB4. P2 Build a Student Intervention System/1. Supervised Learning/7. Neural Networks/7.2 XOR as Perceptron Network Quiz Solution - Georgia Tech - Machine Learning.mp4 28.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/7. Neural Networks/5.2 How Powerful is a Perceptron Unit OR Quiz Quiz Solution - Georgia Tech - Machine Learning.mp4 18.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/7. Neural Networks/6.1 How Powerful is a Perceptron Unit NOT Quiz - Udacity 2016-04-25 10-13-57.jpeg 167.3 kB4. P2 Build a Student Intervention System/1. Supervised Learning/7. Neural Networks/2.1 Artificial Neural Networks - Udacity 2016-04-25 10-11-08.jpeg 217.1 kB4. P2 Build a Student Intervention System/1. Supervised Learning/7. Neural Networks/13. Neural Network Sketch - Georgia Tech - Machine Learning.mp4 45.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/7. Neural Networks/8. Perceptron Training - Georgia Tech - Machine Learning.mp4 88.1 MB4. P2 Build a Student Intervention System/1. Supervised Learning/7. Neural Networks/14. Optimizing Weights - Georgia Tech - Machine Learning.mp4 33.4 MB4. P2 Build a Student Intervention System/1. Supervised Learning/7. Neural Networks/15. Restriction Bias - Georgia Tech - Machine Learning.mp4 55.0 MB4. P2 Build a Student Intervention System/1. Supervised Learning/7. Neural Networks/7.1 XOR as Perceptron Network - Udacity 2016-04-25 10-14-31.jpeg 197.9 kB4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/8.1 Ensemble Boosting Quiz Two - Udacity 2016-04-25 15-38-37.jpeg 188.2 kB4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/13. Final Hypothesis - Georgia Tech - Machine Learning.mp4 16.0 MB4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/3. Ensemble Learning Algorithm - Georgia Tech - Machine Learning.mp4 11.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/4.2 Ensemble Learning Outputs Quiz Solution - Georgia Tech - Machine Learning.mp4 11.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/9.2 Weak Learning Quiz Solution - Georgia Tech - Machine Learning.mp4 42.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/15.1 Which Hypothesis - Udacity 2016-04-25 15-40-48.jpeg 209.1 kB4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/10. Boosting In Code - Georgia Tech - Machine Learning.mp4 27.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/Intro to Boosting.pdf 503.4 kB4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/8. Ensemble Boosting Quiz Two - Georgia Tech - Machine Learning.mp4 1.1 MB4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/5. Ensemble Learning An Example - Georgia Tech - Machine Learning.mp4 22.8 MB4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/8.2 Ensemble Boosting Quiz Two Quiz Solution - Georgia Tech - Machine Learning.mp4 13.0 MB4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/9. Weak Learning Quiz - Georgia Tech - Machine Learning.mp4 21.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/7.2 Ensemble Boosting Quiz Quiz Solution - Georgia Tech - Machine Learning.mp4 2.9 MB4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/17. Back to Boosting - Georgia Tech - Machine Learning.mp4 79.9 MB4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/18. Boosting Tends to Overfit Quiz - Georgia Tech - Machine Learning.mp4 16.8 MB4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/12. When D agrees Quiz - Georgia Tech - Machine Learning.mp4 9.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/12.2 When D agrees Quiz Solution - Georgia Tech - Machine Learning.mp4 22.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/4. Ensemble Learning Outputs Quiz - Georgia Tech - Machine Learning.mp4 10.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/6. Ensemble Boosting - Georgia Tech - Machine Learning.mp4 15.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/11. The Most Important Parts - Georgia Tech - Machine Learning.mp4 42.9 MB4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/4.1 Ensemble Learning Outputs - Udacity 2016-04-25 15-37-24.jpeg 240.9 kB4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/7.1 Ensemble Boosting Quiz - Udacity 2016-04-25 15-38-10.jpeg 180.1 kB4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/1. Ensemble Learning Boosting - Georgia Tech - Machine Learning.mp4 27.1 MB4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/9.1 Weak Learning - Udacity 2016-04-25 15-39-07.jpeg 224.7 kB4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/19. Summary - Georgia Tech - Machine Learning.mp4 26.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/2. Ensemble Learning Simple Rules - Georgia Tech - Machine Learning.mp4 20.0 MB4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/12.1 When D agrees - Udacity 2016-04-25 15-39-54.jpeg 228.6 kB4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/28.2 Boosting Tends to Overfit Quiz Solution - Georgia Tech - Machine Learning.mp4 57.0 MB4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/15. Which Hypothesis Quiz - Georgia Tech - Machine Learning.mp4 3.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/7. Ensemble Boosting Quiz - Georgia Tech - Machine Learning.mp4 25.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/15.2 Which Hypothesis Quiz Solution - Georgia Tech - Machine Learning.mp4 28.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/18.1 Boosting Tends to Overfit - Udacity 2016-04-25 15-41-43.jpeg 205.4 kB4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/16. Good Answers - Georgia Tech - Machine Learning.mp4 96.6 MB4. P2 Build a Student Intervention System/1. Supervised Learning/14. Ensemble B&B/14. Three Little Boxes - Georgia Tech - Machine Learning.mp4 64.4 MB4. P2 Build a Student Intervention System/1. Supervised Learning/6. More Regressions/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/6. More Regressions/6. Parametric vs non parametric.mp4 16.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/6. More Regressions/1. Introduction.mp4 3.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/6. More Regressions/4. How to predict.mp4 3.0 MB4. P2 Build a Student Intervention System/1. Supervised Learning/6. More Regressions/5. Kernel regression.mp4 11.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/6. More Regressions/3.1 Thresholding function.txt 53 Bytes4. P2 Build a Student Intervention System/1. Supervised Learning/6. More Regressions/4.1 How to predict - Udacity 2016-04-25 10-07-57.jpeg 203.6 kB4. P2 Build a Student Intervention System/1. Supervised Learning/6. More Regressions/6.2 Parametric vs non parametric.mp4 16.4 MB4. P2 Build a Student Intervention System/1. Supervised Learning/6. More Regressions/6.1 Parametric vs non parametric - Udacity 2016-04-25 10-08-35.jpeg 181.2 kB4. P2 Build a Student Intervention System/1. Supervised Learning/6. More Regressions/4.2 How to predict.mp4 4.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/6. More Regressions/3. K nearest neighbor.mp4 5.8 MB4. P2 Build a Student Intervention System/1. Supervised Learning/6. More Regressions/2. Parametric regression.mp4 32.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/2. Continuous Quiz - Intro to Machine Learning.mp4 1.6 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/13.1 Intercept Quiz - Udacity 2016-04-24 22-13-02.jpeg 180.3 kB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/20. Extracting Score Data from sklearn - Intro to Machine Learning.mp4 13.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/15.1 Adding An Intercept - Udacity 2016-04-24 22-14-07.jpeg 178.8 kB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/5.2 Email Author- Cont. or Discrete Solution - Intro to Machine Learning.mp4 2.0 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/4.2 [sol- weather is discrete] - Intro to Machine Learning.mp4 3.0 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/15. Adding An Intercept - Intro to Machine Learning.mp4 1.9 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/8.1 Continuous Feature Quiz - Udacity 2016-04-24 22-10-53.jpeg 192.4 kB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/37.1 Multi-Variate Regression Quiz 2 - Udacity 2016-04-25 10-04-47.jpeg 188.6 kB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/21. Now You Practice Extracting Information - Udacity 2016-04-25 09-57-24.jpeg 149.5 kB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/12.2 Slope Quiz - Intro to Machine Learning.mp4 1.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/37. Outliers in Regression Quiz - Intro to Machine Learning.mp4 7.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/5. Email Author- Continuous Or Discrete- - Intro to Machine Learning.mp4 2.1 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/4.1 Weather- Continuous or Discrete - Udacity 2016-04-24 22-08-41.jpeg 167.5 kB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/6.1 Phone Number- Continuous or Discrete- - Udacity 2016-04-24 22-09-45.jpeg 175.6 kB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/9. Supervised Learning w_ Continuous Output - Intro to Machine Learning.mp4 8.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/8. Continuous Feature Quiz - Intro to Machine Learning.mp4 4.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/18. Age_Net Worth Quiz - Intro to Machine Learning.mp4 21.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/24. Errors and Fit Quality - Intro to Machine Learning.mp4 6.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/23. Error Quiz - Intro to Machine Learning.mp4 3.6 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/18.3 Age_Net Worth Solution - Intro to Machine Learning.mp4 3.6 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/19. Extracting Information from sklearn - Intro to Machine Learning.mp4 19.4 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/34.2 What Data Is Good For Linear Regression - Intro to Machine Learning.mp4 27.0 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/10. Equation of the Regression Line - Intro to Machine Learning.mp4 6.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/32. R Squared in SKlearn - Intro to Machine Learning.mp4 21.9 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/16. Handoff to Katie - Intro to Machine Learning.mp4 1.6 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/37.2 03_s - Intro to Machine Learning.mp4 9.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/29.1 Evaluating Regression by Eye - Udacity 2016-04-25 10-01-49.jpeg 194.6 kB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/17. Coding It Up - Intro to Machine Learning.mp4 16.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/7.2 [sol- income is continuous] - Intro to Machine Learning.mp4 3.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/3.1 Age- Continuous or Discrete- - Udacity 2016-04-24 22-08-13.jpeg 164.8 kB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/11. Slope and Intercept - Intro to Machine Learning.mp4 5.8 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/13.2 Intercept Quiz - Intro to Machine Learning.mp4 3.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/13. Intercept Quiz - Intro to Machine Learning.mp4 2.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/10.1 Equation of the Regression Line - Udacity 2016-04-24 22-11-52.jpeg 185.5 kB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/5.1 Email Author- Continuous or Discrete - Udacity 2016-04-24 22-09-14.jpeg 177.1 kB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/4. Weather- Continuous or Discrete- - Intro to Machine Learning.mp4 1.1 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/1.2 Continuous Output Quiz - Intro to Machine Learning.mp4 6.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/22. Linear Regression Errors - Intro to Machine Learning.mp4 6.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/31. R Squared Metric for Regression - Intro to Machine Learning.mp4 9.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/24.2 Errors and Fit Quality - Intro to Machine Learning.mp4 17.9 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/12.1 Slope Quiz - Udacity 2016-04-24 22-12-35.jpeg 173.7 kB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/14.2 Predictions Using Regression - Intro to Machine Learning.mp4 1.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/29. Evaluating Regression by Eye - Intro to Machine Learning.mp4 4.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/14.1 Predictions Using Regression - Udacity 2016-04-24 22-13-37.jpeg 170.3 kB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/36. Multi-variate Regression Quiz - Intro to Machine Learning.mp4 14.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/6. Phone Number- Continuous or Discrete- - Intro to Machine Learning.mp4 2.1 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/2.2 Continuous Quiz Solution - Intro to Machine Learning.mp4 900.4 kB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/27.2 Why Minimize SSE - Intro to Machine Learning.mp4 3.0 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/7.1 Income- Continuous or Discrete- - Udacity 2016-04-24 22-10-23.jpeg 173.7 kB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/6.2 Phone Number Solution - Intro to Machine Learning.mp4 3.0 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/24.1 Errors and Fit Quality - Udacity 2016-04-25 09-59-56.jpeg 257.0 kB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/2.1 Continuous Quiz - Udacity 2016-04-24 22-07-42.jpeg 173.8 kB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/29.2 Evaluating Regression by Eye - Intro to Machine Learning.mp4 7.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/23.1 Error Quiz - Udacity 2016-04-25 09-59-23.jpeg 193.6 kB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/27.1 Why Minimize SSE - Udacity 2016-04-25 10-00-55.jpeg 188.8 kB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/8.2 Continuous Feature Quiz - Intro to Machine Learning.mp4 3.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/30.2 Problem with SSE - Intro to Machine Learning.mp4 10.6 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/3. Age- Continuous or Discrete- - Intro to Machine Learning.mp4 2.9 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/36.1 Multivariate Regression Quiz - Udacity 2016-04-25 10-04-14.jpeg 200.4 kB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/15.2 Adding An Intercept - Intro to Machine Learning.mp4 4.9 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/35. Comparing Classification and Regression - Intro to Machine Learning.mp4 11.4 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/7. Income- Continuous or Discrete- - Intro to Machine Learning.mp4 742.9 kB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/18.2 studentRegression.py 222 Bytes4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/9.2 Supervised Learning w_ Continuous Output - Intro to Machine Learning.mp4 3.0 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/10.2 Equation of the Regression Line - Intro to Machine Learning.mp4 2.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/23.2 Error Quiz - Intro to Machine Learning.mp4 3.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/9.1 Supervised Learning w- Continuous Output - Udacity 2016-04-24 22-11-22.jpeg 192.0 kB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/25. Minimizing Sum of Squared Errors - Intro to Machine Learning.mp4 5.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/34.1 What Data Is Good For Linear Regression - Udacity 2016-04-25 10-03-33.jpeg 256.1 kB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/30. Problem with SSE - Intro to Machine Learning.mp4 1.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/26. Algorithms for Minimizing Squared Errors - Intro to Machine Learning.mp4 5.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/21.2 ages_net_worths.py 714 Bytes4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/33. Visualizing Regression - Intro to Machine Learning.mp4 6.0 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/3.2 [sol- age is continuous] - Intro to Machine Learning.mp4 382.6 kB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/28. Problem with Minimizing Absolute Errors.mp4 8.8 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/34. What Data Is Good For Linear Regression - Intro to Machine Learning.mp4 4.9 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/18.1 studentMain.py 733 Bytes4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/12. Slope Quiz - Intro to Machine Learning.mp4 4.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/27. Why Minimize SSE - Intro to Machine Learning.mp4 3.8 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/1.1 Continuous Output Quiz - Udacity 2016-04-24 22-07-11.jpeg 158.1 kB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/14. Predictions Using Regression - Intro to Machine Learning.mp4 3.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/36.2 Multi-variate Regression Quiz - Intro to Machine Learning.mp4 11.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/30.1 Problem with SSE - Udacity 2016-04-25 10-02-22.jpeg 197.0 kB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/21.1 regressionQuiz.py 1.7 kB4. P2 Build a Student Intervention System/1. Supervised Learning/5. Regressions/1. Continuous Output Quiz - Intro to Machine Learning.mp4 3.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/7.1 Belief Networks - Udacity 2016-04-25 15-25-17.jpeg 213.8 kB4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/7. Belief Networks Quiz - Georgia Tech - Machine Learning.mp4 15.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/3.2 Joint Distribution Quiz Quiz Solution - Georgia Tech - Machine Learning.mp4 20.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/16. Wrapping Up - Georgia Tech - Machine Learning.mp4 37.4 MB4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/13. Inference By Hand Quiz - Georgia Tech - Machine Learning.mp4 45.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/7.2 Belief Networks Quiz Solution - Georgia Tech - Machine Learning.mp4 60.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/6.2 Conditional Quiz Quiz Solution - Georgia Tech - Machine Learning.mp4 20.8 MB4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/8.2 Sampling From The Joint Distribution Quiz Solution - Georgia Tech - Machine Learning.mp4 24.4 MB4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/13.2 Inference By Hand Quiz Solution - Georgia Tech - Machine Learning.mp4 80.0 MB4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/9. Recovering the Joint Distribution - Georgia Tech - Machine Learning.mp4 25.1 MB4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/12.1 Inferencing Rules Quiz - Udacity 2016-04-25 15-26-48.jpeg 202.0 kB4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/6. Conditional Quiz - Georgia Tech - Machine Learning.mp4 8.0 MB4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/13.1 Inference By Hand - Udacity 2016-04-25 15-27-18.jpeg 201.3 kB4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/11. Inferencing Rules - Georgia Tech - Machine Learning.mp4 15.6 MB4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/10. Sampling - Georgia Tech - Machine Learning.mp4 55.1 MB4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/14. Naive Bayes - Georgia Tech - Machine Learning.mp4 75.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/1. Intro - Georgia Tech - Machine Learning.mp4 12.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/15. Why Naive Bayes Is Cool - Georgia Tech - Machine Learning.mp4 74.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/8. Sampling From The Joint Distribution Quiz - Georgia Tech - Machine Learning.mp4 18.9 MB4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/3. Joint Distribution Quiz - Georgia Tech - Machine Learning.mp4 6.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/6.1 Conditional Quiz - Udacity 2016-04-25 15-24-48.jpeg 225.2 kB4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/12.2 Inferencing Rules Quiz Quiz Solution - Georgia Tech - Machine Learning.mp4 16.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/12. Inferencing Rules Quiz - Georgia Tech - Machine Learning.mp4 4.8 MB4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/Bayesian Inference.pdf 396.0 kB4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/4. Adding Attributes - Georgia Tech - Machine Learning.mp4 20.6 MB4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/8.1 Sampling From The Joint Distribution - Udacity 2016-04-25 15-25-45.jpeg 203.2 kB4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/2. Joint Distribution - Georgia Tech - Machine Learning.mp4 18.0 MB4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/3.1 Joint Distribution Quiz - Udacity 2016-04-25 15-23-43.jpeg 220.4 kB4. P2 Build a Student Intervention System/1. Supervised Learning/13. Bayesian Inference/5. Conditional Independence - Georgia Tech - Machine Learning.mp4 28.6 MB4. P2 Build a Student Intervention System/1. Supervised Learning/1. Supervised Learning Into/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/1. Supervised Learning Into/8.1 Features Visualization Quiz - Udacity 2016-04-21 13-45-54.jpeg 190.4 kB4. P2 Build a Student Intervention System/1. Supervised Learning/1. Supervised Learning Into/5. Quiz - Intro to Machine Learning.mp4 20.9 MB4. P2 Build a Student Intervention System/1. Supervised Learning/1. Supervised Learning Into/6.1 Supervised Classification Example - Udacity 2016-04-21 13-45-10.jpeg 218.7 kB4. P2 Build a Student Intervention System/1. Supervised Learning/1. Supervised Learning Into/5.2 Acerous Vs. Non-Acerous.mkv 9.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/1. Supervised Learning Into/1. Supervised Learning.mp4 9.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/1. Supervised Learning Into/7. Features and Labels Musical Example - Intro to Machine Learning.mp4 9.0 MB4. P2 Build a Student Intervention System/1. Supervised Learning/1. Supervised Learning Into/9.1 Classification By Eye - Udacity 2016-04-21 13-46-28.jpeg 191.8 kB4. P2 Build a Student Intervention System/1. Supervised Learning/1. Supervised Learning Into/6. Supervised Classification Example Quiz - Intro to Machine Learning.mp4 5.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/1. Supervised Learning Into/9. Classification By Eye Quiz - Intro to Machine Learning.mp4 3.8 MB4. P2 Build a Student Intervention System/1. Supervised Learning/1. Supervised Learning Into/2. Supervised Learning What Youll Watch and Learn.mp4 6.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/1. Supervised Learning Into/4. Supervised Learning What Youll Do.mp4 4.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/1. Supervised Learning Into/3. ML in The Google Self-Driving Car - Intro to Machine Learning.mp4 39.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/1. Supervised Learning Into/8.2 Features Visualization Solution - Intro to Machine Learning.mp4 1.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/1. Supervised Learning Into/6.2 Supervised Classification Example - Intro to Machine Learning.mp4 6.6 MB4. P2 Build a Student Intervention System/1. Supervised Learning/1. Supervised Learning Into/8. Features Visualization Quiz - Intro to Machine Learning.mp4 9.4 MB4. P2 Build a Student Intervention System/1. Supervised Learning/1. Supervised Learning Into/9.2 Classification By Eye Solution - Intro to Machine Learning.mp4 4.4 MB4. P2 Build a Student Intervention System/1. Supervised Learning/1. Supervised Learning Into/5.1 Acerous Vs. Non-Acerous - Udacity 2016-04-21 13-44-19.jpeg 178.1 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11.5 Bayes NLP Mini Project/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/11.5 Bayes NLP Mini Project/8. Joint Distribution Analysis - Udacity 2016-05-25 19-13-15.jpeg 216.7 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11.5 Bayes NLP Mini Project/10. Domain Knowledge Fill In - Udacity 2016-05-25 19-13-41.jpeg 229.7 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11.5 Bayes NLP Mini Project/1. Bad Handwriting Exposition - Udacity 2016-05-25 19-09-34.jpeg 167.4 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11.5 Bayes NLP Mini Project/3. Maximum Likelihood.py 1.3 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11.5 Bayes NLP Mini Project/9. Domain Knowledge Quiz - Udacity 2016-05-25 19-13-28.jpeg 202.8 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11.5 Bayes NLP Mini Project/4.1 NLP Disclaimer.txt 88 Bytes4. P2 Build a Student Intervention System/1. Supervised Learning/11.5 Bayes NLP Mini Project/2. Calculations - Udacity 2016-05-25 19-10-04.jpeg 206.9 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11.5 Bayes NLP Mini Project/6. Optimal Classifier Exercise.py 2.3 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11.5 Bayes NLP Mini Project/5. Optimal Classifier Example - Udacity 2016-05-25 19-12-13.jpeg 219.2 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11.5 Bayes NLP Mini Project/4. NLP Disclaimer - Udacity 2016-05-25 19-11-25.jpeg 181.1 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11.5 Bayes NLP Mini Project/7. Which Words Meditation - Udacity 2016-05-25 19-13-03.jpeg 209.4 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/20.2 Normalizing 2 Solution - Intro to Machine Learning.mp4 283.7 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/22.2 Total Probability Solution - Intro to Machine Learning.mp4 895.7 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/3.1 Speed Scatterplot 3 - Udacity 2016-04-25 14-54-38.jpeg 184.1 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/17.3 Cancer Test - Udacity 2016-04-25 15-01-46.jpeg 236.6 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/24.2 Bayes Rule for Classification - Intro to Machine Learning.mp4 838.1 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/22.1 Total Probability - Udacity 2016-04-25 15-04-04.jpeg 220.3 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/13.3 Accuracy of Naive Bayes - Intro to Machine Learning.mp4 6.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/2.2 Speed Scatterplot 2 - Intro to Machine Learning.mp4 1.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/17.1 Cancer Test - Udacity 2016-04-25 15-01-22.jpeg 225.6 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/2. Speed Scatterplot 2 - Intro to Machine Learning.mp4 886.0 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/8. Transition to Using Naive Bayes - Intro to Machine Learning.mp4 1.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/17. Cancer Test - Intro to Machine Learning.mp4 11.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/6.2 Scatterplot to Decision Surface - Intro to Machine Learning.mp4 2.6 MB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/18.1 Prior and Posterior - Udacity 2016-04-25 15-02-06.jpeg 190.6 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/1.2 Speed Scatterplot- Grade and Bumpiness - Intro to Machine Learning.mp4 614.0 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/4.2 Scatterplots to Predictions - Intro to Machine Learning.mp4 1.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/17.2 Cancer Test Solution - Intro to Machine Learning.mp4 2.8 MB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/12.4 ClassifyNB.py 267 Bytes4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/13.1 classify.py 691 Bytes4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/6.1 From Scatterplots to Decision Surfaces - Udacity 2016-04-25 14-56-00.jpeg 182.0 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/7.1 A Good Linear Decision Surface - Udacity 2016-04-25 14-56-28.jpeg 177.5 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/4.1 From Scatterplots to Predictions - Udacity 2016-04-25 14-55-06.jpeg 165.9 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/25.2 [sol- Chris or Sara] - Intro to Machine Learning.mp4 4.9 MB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/12. GaussianNB Deployment on Terrain Data - Intro to Machine Learning.mp4 8.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/21.1 Normalizing 3 - Udacity 2016-04-25 15-03-30.jpeg 218.5 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/13. Accuracy of Naive Bayes - Intro to Machine Learning.mp4 9.6 MB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/6. Scatterplots to Decision Surface - Intro to Machine Learning.mp4 4.8 MB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/5.2 Scatterplots to Predictions 2 - Intro to Machine Learning.mp4 1.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/9. NB Decision Boundary in Python - Intro to Machine Learning.mp4 5.6 MB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/18. Prior and Posterior - Intro to Machine Learning.mp4 9.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/7. Good Linear Decision Surface - Intro to Machine Learning.mp4 2.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/28.2 Why Is Naive Bayes Naive - Intro to Machine Learning.mp4 2.6 MB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/13.2 studentCode.py 390 Bytes4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/1. Speed Scatterplot- Grade and Bumpiness - Intro to Machine Learning.mp4 13.1 MB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/12.5 Gaussian Deployment Solution - Intro to Machine Learning.mp4 1.9 MB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/21. Normalizing 3 - Intro to Machine Learning.mp4 409.2 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/25.1 Chris or Sara - Udacity 2016-04-25 15-05-11.jpeg 210.9 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/18.2 Prior and Posterior Solution - Intro to Machine Learning.mp4 1.4 MB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/20. Normalizing 2 - Intro to Machine Learning.mp4 1.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/14. Training and Testing Data - Intro to Machine Learning.mp4 19.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/5. Scatterplots to Predictions 2 - Intro to Machine Learning.mp4 1.1 MB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/26.2 Posterior Probabilities - Intro to Machine Learning.mp4 4.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/26. Posterior Probabilities - Intro to Machine Learning.mp4 3.1 MB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/12.3 prep_terrain_data.py 1.8 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/24. Bayes Rule for Classification - Intro to Machine Learning.mp4 18.9 MB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/23. Bayes Rule Diagram - Intro to Machine Learning.mp4 4.9 MB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/12.1 studentMain.py 1.5 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/19.2 Normalizing 1 Solution - Intro to Machine Learning.mp4 1.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/16. Bayes Rule - Intro to Machine Learning.mp4 1.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/3. Speed Scatterplot 3 - Intro to Machine Learning.mp4 984.2 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/27. Bayesian Probabilities On Your Own - Intro to Machine Learning.mp4 1.6 MB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/13.4 Calculating NB Accuracy - Udacity 2016-04-25 15-00-22.jpeg 277.4 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/19.1 Normalizing 1 - Udacity 2016-04-25 15-02-37.jpeg 199.2 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/24.1 Bayes Rule for Classification - Udacity 2016-04-25 15-04-43.jpeg 216.7 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/11. Gaussian NB Example - Intro to Machine Learning.mp4 27.4 MB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/28. Why Is Naive Bayes Naive - Intro to Machine Learning.mp4 14.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/3.2 Speed Scatterplot 3 - Intro to Machine Learning.mp4 5.0 MB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/22. Total Probability - Intro to Machine Learning.mp4 274.7 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/26.1 Posterior Probabilities - Udacity 2016-04-25 15-05-41.jpeg 227.2 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/25. Chris or Sara - Intro to Machine Learning.mp4 878.9 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/12.6 GaussianNB Deployment on Terrain Data - Udacity 2016-04-25 14-59-22.jpeg 270.9 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/27.2 Bayesian Probabilities On Your Own - Intro to Machine Learning.mp4 6.9 MB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/5.1 From Scatterplots to Predictions 2 - Udacity 2016-04-25 14-55-35.jpeg 169.4 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/2.1 Speed Scatterplot 2 - Udacity 2016-04-25 14-54-08.jpeg 180.9 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/12.2 class_vis.py 1.7 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/1.1 Speed Scatterplot- Grade and Bumpiness - Udacity 2016-04-25 14-53-38.jpeg 217.3 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/10. Getting Started With SKlearn - Intro to Machine Learning.mp4 8.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/4. Scatterplots to Predictions - Intro to Machine Learning.mp4 4.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/15. Unpacking NB Using Bayes Rule - Intro to Machine Learning.mp4 2.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/21.2 Normalizing 3 Solution - Intro to Machine Learning.mp4 206.8 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/19. Normalizing 1 - Intro to Machine Learning.mp4 834.2 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/20.1 Normalizing 2 - Udacity 2016-04-25 15-03-03.jpeg 209.7 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/7.2 Good Linear Decision Surface - Intro to Machine Learning.mp4 6.1 MB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/27.1 Bayesian Probabilities On Your Own - Udacity 2016-04-25 15-06-10.jpeg 238.9 kB4. P2 Build a Student Intervention System/1. Supervised Learning/11. Naive Bayes/28.1 Why Is Naive Bayes Naive - Udacity 2016-04-25 15-06-39.jpeg 203.9 kB4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/16.2 Decision Tree Expressiveness Quiz Quiz Solution - Georgia Tech - Machine Learning.mp4 5.6 MB4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/23. Decision Trees Other Considerations Regression - Georgia Tech - Machine Learning.mp4 14.8 MB4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/11. Best Attribute Quiz - Georgia Tech - Machine Learning.mp4 5.0 MB4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/17. Decision Tree Expressiveness Quiz 2 - Georgia Tech - Machine Learning.mp4 4.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/2.2 Supervised Learning Quiz Quiz Solution - Georgia Tech - Machine Learning.mp4 24.8 MB4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/12. Decision Trees Expressiveness AND - Georgia Tech - Machine Learning.mp4 25.4 MB4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/2. Supervised Learning Quiz - Georgia Tech - Machine Learning.mp4 6.9 MB4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/16.1 Decision Tree Expressiveness Quiz - Udacity 2016-04-21 13-54-49.jpeg 231.3 kB4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/7. Representation - Georgia Tech - Machine Learning.mp4 42.1 MB4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/5. Classification Learning Three - Georgia Tech - Machine Learning.mp4 36.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/10. Decision Trees Learning - Georgia Tech - Machine Learning.mp4 25.1 MB4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/3. Classification Learning One - Georgia Tech - Machine Learning.mp4 30.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/20. Decision Trees Continuous Attributes - Georgia Tech - Machine Learning.mp4 31.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/1. Difference between Classification and Regression - Georgia Tech - Machine Learning.mp4 31.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/21. Decision Trees Other Considerations Quiz - Georgia Tech - Machine Learning.mp4 6.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/2.1 Quiz - Udacity 2016-04-21 13-49-52.jpeg 200.8 kB4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/8. Representation Quiz - Georgia Tech - Machine Learning.mp4 12.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/8.2 Representation Quiz Quiz Solution - Georgia Tech - Machine Learning.mp4 39.4 MB4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/4. Classification Learning Two - Georgia Tech - Machine Learning.mp4 20.8 MB4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/17.2 Decision Tree Expressiveness Quiz 2 Quiz Solution - Georgia Tech - Machine Learning.mp4 25.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/24. Decision Trees Wrap up - Georgia Tech - Machine Learning.mp4 17.6 MB4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/16. Decision Tree Expressiveness Quiz - Georgia Tech - Machine Learning.mp4 31.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/9. Example 2- 20 Questions - Georgia Tech - Machine Learning.mp4 47.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/11.1 Best Attribute Quiz - Udacity 2016-04-21 13-52-58.jpeg 197.2 kB4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/21.2 Decision Trees Other Considerations Quiz Solution - Georgia Tech - Machine Learning.mp4 10.8 MB4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/17.1 Decision Tree Expressiveness Quiz 2 - Udacity 2016-04-21 13-55-23.jpeg 246.5 kB4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/ID3 Algorithm for Decision Trees.pdf 961.1 kB4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/11.2 Best Attribute Quiz Quiz Solution - Georgia Tech - Machine Learning.mp4 24.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/19. ID3 Bias - Georgia Tech - Machine Learning.mp4 31.9 MB4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/22. Decision Trees Other Considerations - Georgia Tech - Machine Learning.mp4 24.8 MB4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/15. Decision Tree Expressiveness - Georgia Tech - Machine Learning.mp4 68.4 MB4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/21.1 Decision Trees Other Considerations Quiz - Udacity 2016-04-21 14-01-55.jpeg 223.2 kB4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/14. Decision Trees Expressiveness XOR.mkv 20.4 MB4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/18. ID3 - Georgia Tech - Machine Learning.mp4 61.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/8.1 Representation Quiz - Udacity 2016-04-21 13-51-54.jpeg 213.3 kB4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/13. Decision Trees Expressiveness OR - Georgia Tech - Machine Learning.mp4 18.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/2. Decision Trees/6. Example 1- Dating - Georgia Tech - Machine Learning.mp4 37.8 MB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/10. SVM in SKlearn - Intro to Machine Learning.mp4 11.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/3. Choosing Between Separating Lines - Intro to Machine Learning.mp4 2.6 MB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/7. SVM Response to Outliers - Intro to Machine Learning.mp4 5.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/5.1 Practice with Margins - Udacity 2016-04-25 14-31-36.jpeg 175.2 kB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/14.1 Nonlinear Data - Udacity 2016-04-25 14-35-25.jpeg 157.0 kB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/23. Overfitting - Intro to Machine Learning.mp4 8.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/4.1 What Makes A Good Separating Line - Udacity 2016-04-25 14-31-04.jpeg 192.6 kB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/8.1 SVM Outlier Practice - Udacity 2016-04-25 14-32-58.jpeg 154.0 kB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/8. SVM Outlier Practice - Intro to Machine Learning.mp4 2.6 MB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/19. Kernel Trick - Intro to Machine Learning.mp4 11.0 MB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/20.1 Playing Around with Kernel Choices - Udacity 2016-04-25 14-37-45.jpeg 248.3 kB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/12. sklearn SVM Documentation - Intro to Machine Learning.mp4 12.6 MB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/14. Nonlinear Data - Intro to Machine Learning.mp4 4.6 MB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/6.2 SVMs and Tricky Data Distributions - Intro to Machine Learning.mp4 6.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/6.1 SVMs and Tricky Data Distributions - Udacity 2016-04-25 14-32-05.jpeg 167.0 kB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/2. Separating Line - Intro to Machine Learning.mp4 6.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/15.1 A New Feature - Udacity 2016-04-25 14-35-54.jpeg 234.8 kB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/23.1 Overfitting - Udacity 2016-04-25 14-39-26.jpeg 185.4 kB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/5. Practice With Margins - Intro to Machine Learning.mp4 1.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/12.2 Coding Up the SVM - Intro to Machine Learning.mp4 6.8 MB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/5.2 Practice With Margins - Intro to Machine Learning.mp4 5.8 MB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/7.1 SVM Response to Outliers - Udacity 2016-04-25 14-32-31.jpeg 180.9 kB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/7.2 SVM Response to Outliers - Intro to Machine Learning.mp4 4.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/18.1 Practice Making a New Feature - Udacity 2016-04-25 14-37-02.jpeg 161.4 kB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/15. A New Feature - Intro to Machine Learning.mp4 8.6 MB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/20. Playing Around with Kernel Choices - Intro to Machine Learning.mp4 21.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/2.2 Separating Line - Intro to Machine Learning.mp4 966.4 kB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/21. Kernel and Gamma - Intro to Machine Learning.mp4 11.9 MB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/1. Welcome to SVM - Intro to Machine Learning.mp4 5.1 MB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/17.2 Separating with the New Feature - Intro to Machine Learning.mp4 4.0 MB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/22. SVM C Parameter - Intro to Machine Learning.mp4 14.0 MB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/13. Nonlinear SVMs - Intro to Machine Learning.mp4 7.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/6. SVMs and Tricky Data Distributions - Intro to Machine Learning.mp4 1.8 MB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/20.2 Playing Around with Kernel Choices - Intro to Machine Learning.mp4 5.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/24. SVM Strengths and Weaknesses - Intro to Machine Learning.mp4 12.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/21.1 Kernel and Gamma - Udacity 2016-04-25 14-38-17.jpeg 241.2 kB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/21.2 Kernel and Gamma - Intro to Machine Learning.mp4 3.1 MB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/17. Separating with the New Feature - Intro to Machine Learning.mp4 1.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/4.2 What Makes A Good Separating Line.mkv 3.1 MB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/23.2 Overfitting - Intro to Machine Learning.mp4 1.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/11. SVM Decision Boundary - Intro to Machine Learning.mp4 6.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/22.1 SVM C Parameter - Udacity 2016-04-25 14-38-57.jpeg 228.8 kB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/22.2 SVM C Parameter - Intro to Machine Learning.mp4 5.4 MB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/12.1 Coding Up the SVM.py 760 Bytes4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/4. What Makes A Good Separating Line - Intro to Machine Learning.mp4 7.4 MB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/17.1 Separating with the New Feature - Udacity 2016-04-25 14-36-31.jpeg 182.2 kB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/15.2 A New Feature - Intro to Machine Learning.mp4 566.0 kB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/8.2 SVM Outlier Practice - Intro to Machine Learning.mp4 5.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/9. Handoff to Katie - Intro to Machine Learning.mp4 1.0 MB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/18. Practice Making a New Feature - Intro to Machine Learning.mp4 4.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/3.2 Choosing Between Separating Lines - Intro to Machine Learning.mp4 554.5 kB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/18.2 Practice Making a New Feature - Intro to Machine Learning.mp4 9.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/16. Visualizing the New Feature - Intro to Machine Learning.mp4 9.6 MB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/14.2 Nonlinear Data - Intro to Machine Learning.mp4 2.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/3.1 Choosing Between Separating Lines - Udacity 2016-04-25 14-30-38.jpeg 169.9 kB4. P2 Build a Student Intervention System/1. Supervised Learning/9. SVM/2.1 Separating Line - Udacity 2016-04-25 14-30-09.jpeg 157.3 kB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/29.2 Information Gain Calculation Part 9 - Intro to Machine Learning.mp4 2.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/17.1 Entropy Calculation Part 3 - Udacity 2016-04-21 14-25-18.jpeg 232.8 kB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/4. Constructing a Decision Tree 2nd Split - Intro to Machine Learning.mp4 2.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/13.1 Minimizing Impurity in Splitting - Udacity 2016-04-21 14-13-31.jpeg 248.8 kB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/15.1 Entropy Calculation Part 1 - Udacity 2016-04-21 14-14-28.jpeg 227.4 kB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/18. Entropy Calculation Part 4 - Intro to Machine Learning.mp4 1.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/24.2 Information Gain Calculation Part 4 - Intro to Machine Learning.mp4 641.8 kB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/28. Information Gain Calculation Part 8 - Intro to Machine Learning.mp4 526.0 kB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/15. Entropy Calculation Part 1 - Intro to Machine Learning.mp4 7.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/28.2 Information Gain Part 8 Solution - Intro to Machine Learning.mp4 980.3 kB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/16. Entropy Calculation Part 2 - Intro to Machine Learning.mp4 839.0 kB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/26. Information Gain Calculation Part 6 - Intro to Machine Learning.mp4 6.6 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/11.1 Decision Tree Accuracy.py 782 Bytes4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/26.1 Information Gain Calculation Part 6 - Udacity 2016-04-21 14-20-31.jpeg 262.6 kB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/24. Information Gain Calculation Part 4 - Intro to Machine Learning.mp4 1.1 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/12. Data Impurity and Entropy - Intro to Machine Learning.mp4 12.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/23. Information Gain Calculation Part 3.mp4 483.4 kB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/18.2 Entropy Calculation Part 4 - Intro to Machine Learning.mp4 1.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/23.1 Information Gain Calculation Part 3 - Udacity 2016-04-21 14-18-56.jpeg 256.2 kB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/25. Information Gain Calculation Part 5 - Intro to Machine Learning.mp4 10.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/11. Decision Tree Accuracy - Intro to Machine Learning.mp4 1.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/25.2 Information Gain Calculation Part 5 - Intro to Machine Learning.mp4 1.1 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/24.1 Information Gain Calculation Part 4 - Udacity 2016-04-21 14-19-26.jpeg 234.5 kB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/8.1 Decision Tree Accuracy.py 576 Bytes4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/32. Bias-Variance Dilemma - Intro to Machine Learning.mp4 23.8 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/29.1 Information Gain Calculation Part 9 - Udacity 2016-04-21 14-22-09.jpeg 257.5 kB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/29. Information Gain Calculation Part 9 - Intro to Machine Learning.mp4 552.3 kB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/6.1 Constructing A Decision Tree-Third Split - Udacity 2016-04-21 14-09-06.jpeg 200.5 kB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/26.2 Information Gain Calculation Part 6 - Intro to Machine Learning.mp4 3.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/33. DT Strengths and Weaknesses - Intro to Machine Learning.mp4 17.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/22.2 Information Gain Calculation Part 2 - Intro to Machine Learning.mp4 1.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/11.2 Decision Tree Accuracy - Intro to Machine Learning.mp4 6.8 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/17.2 Entropy Calculation Part 3 - Intro to Machine Learning.mp4 997.1 kB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/22. Information Gain Calculation Part 2 - Intro to Machine Learning.mp4 999.9 kB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/19.2 Entropy Calculation Part 5 - Intro to Machine Learning.mp4 5.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/1.1 Linearly Separable Data - Intro to Machine Learning.mp4 694.5 kB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/7. Coding A Decision Tree - Intro to Machine Learning.mp4 15.6 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/13. Minimizing Impurity in Splitting - Intro to Machine Learning.mp4 5.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/27.1 Information Gain Calculation Part 7 - Udacity 2016-04-21 14-21-06.jpeg 235.3 kB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/21.1 Information Gain Calculation Part 1 - Udacity 2016-04-21 14-17-33.jpeg 225.5 kB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/4.1 Constructing a Decision Tree 2nd Split - Udacity 2016-04-21 14-08-02.jpeg 188.8 kB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/15.2 Entropy Calculation Part 1 - Intro to Machine Learning.mp4 268.8 kB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/7.1 Coding A Decision Tree.py 683 Bytes4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/10.2 Min Samples Split - Intro to Machine Learning.mp4 5.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/3.2 Constructing a Decision Tree First Split - Intro to Machine Learning.mp4 4.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/31. Tuning Criterion Parameter - Intro to Machine Learning.mp4 8.0 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/3. Constructing a Decision Tree First Split - Intro to Machine Learning.mp4 4.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/18.1 Entropy Calculation Part 4 - Udacity 2016-04-21 14-16-10.jpeg 217.1 kB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/30. Information Gain Calculation Part 10 - Intro to Machine Learning.mp4 2.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/16.1 Entropy Calculation Part 2 - Udacity 2016-04-21 14-14-58.jpeg 223.2 kB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/3.1 Constructing a Decision Tree First Split - Udacity 2016-04-21 14-07-29.jpeg 182.4 kB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/21. Information Gain Calculation Part 1 - Intro to Machine Learning.mp4 4.4 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/8.2 Decision Tree Accuracy - Intro to Machine Learning.mp4 3.6 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/20. Information Gain - Intro to Machine Learning.mp4 5.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/9. Decision Tree Parameters - Intro to Machine Learning.mp4 20.4 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/1.2 Linearly Separable Data - Udacity 2016-04-21 14-05-57.jpeg 179.3 kB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/2.2 Multiple Linear Questions - Intro to Machine Learning.mp4 7.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/2. Multiple Linear Questions - Intro to Machine Learning.mp4 6.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/13.2 Minimizing Impurity in Splitting - Intro to Machine Learning.mp4 3.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/6.2 Constructing A Decision Tree_Third Split - Intro to Machine Learning.mp4 6.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/5. Class Labels After Second Split - Intro to Machine Learning.mp4 1.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/4.2 Constructing a Decision Tree 2nd Split - Intro to Machine Learning.mp4 2.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/28.1 Information Gain Calculation Part 8 - Udacity 2016-04-21 14-21-37.jpeg 259.6 kB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/9.1 Decision Tree Parameters - Udacity 2016-04-21 14-11-37.jpeg 175.7 kB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/9.2 Decision Tree Parameters - Intro to Machine Learning.mp4 5.1 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/27.2 Information Gain Part 7 Solution - Intro to Machine Learning.mp4 454.6 kB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/14. Formula of Entropy - Intro to Machine Learning.mp4 2.6 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/10. Min Samples Split - Intro to Machine Learning.mp4 4.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/16.2 Entropy Calculation Part 2 - Intro to Machine Learning.mp4 581.9 kB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/19.1 Entropy Calculation Part 5 - Udacity 2016-04-21 14-16-46.jpeg 237.9 kB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/25.1 Information Gain Calculation Part 5 - Udacity 2016-04-21 14-19-58.jpeg 282.8 kB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/2.1 Multiple Linear Questions - Udacity 2016-04-21 14-06-55.jpeg 190.7 kB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/30.1 Information Gain Calculation Part 10 - Udacity 2016-04-21 14-22-58.jpeg 254.1 kB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/8. Decision Tree Accuracy - Intro to Machine Learning.mp4 1.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/5.2 Labels After Second Split - Intro to Machine Learning.mp4 1.4 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/22.1 Information Gain Calculation Part 2 - Udacity 2016-04-21 14-18-09.jpeg 236.5 kB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/30.2 Information Gain Calculation Part 10 - Intro to Machine Learning.mp4 10.1 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/21.2 Information Gain Calculation Part 1 - Intro to Machine Learning.mp4 3.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/10.1 Min Samples Split - Udacity 2016-04-21 14-12-08.jpeg 215.7 kB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/14.1 Formula of Entropy - Udacity 2016-04-21 14-14-05.jpeg 282.2 kB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/17. Entropy Calculation Part 3 - Intro to Machine Learning.mp4 1.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/5.1 Class Labels After Second Split - Udacity 2016-04-21 14-08-33.jpeg 189.6 kB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/7.2 Coding A Decision Tree - Intro to Machine Learning.mp4 12.4 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/6. Constructing A Decision Tree_Third Split - Intro to Machine Learning.mp4 958.1 kB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/27. Information Gain Calculation Part 7 - Intro to Machine Learning.mp4 2.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/1. Linearly Separable Data - Intro to Machine Learning.mp4 11.1 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/23.2 Information Gain Calculation Part 3 - Intro to Machine Learning.mp4 1.0 MB4. P2 Build a Student Intervention System/1. Supervised Learning/3. More Decision Trees/19. Entropy Calculation Part 5 - Intro to Machine Learning.mp4 994.5 kB4. P2 Build a Student Intervention System/1. Supervised Learning/8. Kernel Methods & SVMs/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/8. Kernel Methods & SVMs/3. Distance Between Planes Quiz - Georgia Tech - Machine Learning.mp4 5.1 MB4. P2 Build a Student Intervention System/1. Supervised Learning/8. Kernel Methods & SVMs/9. Kernel - Georgia Tech - Machine Learning.mp4 50.0 MB4. P2 Build a Student Intervention System/1. Supervised Learning/8. Kernel Methods & SVMs/5. Still More Support Vector Machines - Georgia Tech - Machine Learning.mp4 19.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/8. Kernel Methods & SVMs/Kernel_Methods_and_SVMs.pdf 352.9 kB4. P2 Build a Student Intervention System/1. Supervised Learning/8. Kernel Methods & SVMs/1. The Best Line Quiz - Georgia Tech - Machine Learning.mp4 6.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/8. Kernel Methods & SVMs/4. Still Support Vector Machines - Georgia Tech - Machine Learning.mp4 44.6 MB4. P2 Build a Student Intervention System/1. Supervised Learning/8. Kernel Methods & SVMs/8.2 What is the Output Quiz Solution - Georgia Tech - Machine Learning.mp4 73.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/8. Kernel Methods & SVMs/1.2 The Best Line Quiz Solution - Georgia Tech - Machine Learning.mp4 41.0 MB4. P2 Build a Student Intervention System/1. Supervised Learning/8. Kernel Methods & SVMs/8. What is the Output Quiz - Georgia Tech - Machine Learning.mp4 4.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/8. Kernel Methods & SVMs/6.1 Optimal Separator - Udacity 2016-04-25 10-26-22.jpeg 199.6 kB4. P2 Build a Student Intervention System/1. Supervised Learning/8. Kernel Methods & SVMs/6.1 Optimal Separator - Udacity 2016-04-25 10-26-22 (1).jpeg 199.6 kB4. P2 Build a Student Intervention System/1. Supervised Learning/8. Kernel Methods & SVMs/1.1 The Best Line - Udacity 2016-04-25 10-24-33.jpeg 170.2 kB4. P2 Build a Student Intervention System/1. Supervised Learning/8. Kernel Methods & SVMs/6.2 Optimal Separator Quiz Solution - Georgia Tech - Machine Learning.mp4 10.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/8. Kernel Methods & SVMs/2. Support Vector Machine - Georgia Tech - Machine Learning.mp4 52.8 MB4. P2 Build a Student Intervention System/1. Supervised Learning/8. Kernel Methods & SVMs/11. Summary For Real - Georgia Tech - Machine Learning.mp4 4.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/8. Kernel Methods & SVMs/7. Linearly Married - Georgia Tech - Machine Learning.mp4 36.6 MB4. P2 Build a Student Intervention System/1. Supervised Learning/8. Kernel Methods & SVMs/3.1 Distance Between Planes - Udacity 2016-04-25 10-25-33.jpeg 198.0 kB4. P2 Build a Student Intervention System/1. Supervised Learning/8. Kernel Methods & SVMs/10. Summary - Georgia Tech - Machine Learning.mp4 27.9 MB4. P2 Build a Student Intervention System/1. Supervised Learning/8. Kernel Methods & SVMs/6. Optimal Separator Quiz - Georgia Tech - Machine Learning.mp4 3.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/8. Kernel Methods & SVMs/3.2 Distance Between Planes Quiz Solution - Georgia Tech - Machine Learning.mp4 28.8 MB4. P2 Build a Student Intervention System/1. Supervised Learning/8. Kernel Methods & SVMs/8.1 What is the Output - Udacity 2016-04-25 10-27-02.jpeg 218.7 kB4. P2 Build a Student Intervention System/1. Supervised Learning/10. Instance Based Learning/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/10. Instance Based Learning/8. K NN Bias - Georgia Tech - Machine Learning.mp4 73.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/10. Instance Based Learning/5. K NN - Georgia Tech - Machine Learning.mp4 48.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/10. Instance Based Learning/6. Wont You Compute My Neighbors Quiz - Georgia Tech - Machine Learning.mp4 26.4 MB4. P2 Build a Student Intervention System/1. Supervised Learning/10. Instance Based Learning/Instance Based Learning.pdf 167.7 kB4. P2 Build a Student Intervention System/1. Supervised Learning/10. Instance Based Learning/6.2 Wont You Compute My Neighbors Quiz Solution - Georgia Tech - Machine Learning.mp4 71.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/10. Instance Based Learning/11. Some Other Stuff - Georgia Tech - Machine Learning.mp4 62.9 MB4. P2 Build a Student Intervention System/1. Supervised Learning/10. Instance Based Learning/10. Curse of Dimensionality Two - Georgia Tech - Machine Learning.mp4 65.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/10. Instance Based Learning/2. Instance Based Learning Now - Georgia Tech - Machine Learning.mp4 38.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/10. Instance Based Learning/7.1 Domain K NNowledge - Udacity 2016-04-25 14-42-32.jpeg 208.6 kB4. P2 Build a Student Intervention System/1. Supervised Learning/10. Instance Based Learning/3. Cost of the House - Georgia Tech - Machine Learning.mp4 39.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/10. Instance Based Learning/9. Curse of Dimensionality - Georgia Tech - Machine Learning.mp4 23.9 MB4. P2 Build a Student Intervention System/1. Supervised Learning/10. Instance Based Learning/4. Cost of the House Two - Georgia Tech - Machine Learning.mp4 44.4 MB4. P2 Build a Student Intervention System/1. Supervised Learning/10. Instance Based Learning/6.1 Wont You Compute My Neighbors - Udacity 2016-04-25 14-41-59.jpeg 233.6 kB4. P2 Build a Student Intervention System/1. Supervised Learning/10. Instance Based Learning/1. Instance Based Learning Before - Georgia Tech - Machine Learning.mp4 14.4 MB4. P2 Build a Student Intervention System/1. Supervised Learning/10. Instance Based Learning/7. Domain K NNowledge Quiz - Georgia Tech - Machine Learning.mp4 16.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/10. Instance Based Learning/7.2 Domain K NNowledge Quiz Solution - Georgia Tech - Machine Learning.mp4 43.8 MB4. P2 Build a Student Intervention System/1. Supervised Learning/10. Instance Based Learning/12. What Have We Learned - Georgia Tech - Machine Learning.mp4 55.4 MB4. P2 Build a Student Intervention System/1. Supervised Learning/4. Regression & Classification/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/4. Regression & Classification/8.2 Errors Quiz Solution - Georgia Tech - Machine Learning.mp4 4.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/4. Regression & Classification/4. Quiz - Georgia Tech - Machine Learning.mp4 8.1 MB4. P2 Build a Student Intervention System/1. Supervised Learning/4. Regression & Classification/4.2 Quiz Quiz Solution - Georgia Tech - Machine Learning.mp4 33.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/4. Regression & Classification/8.1 Errors - Udacity 2016-04-21 14-29-45.jpeg 203.8 kB4. P2 Build a Student Intervention System/1. Supervised Learning/4. Regression & Classification/5. Order of Polynomial - Georgia Tech - Machine Learning.mp4 33.4 MB4. P2 Build a Student Intervention System/1. Supervised Learning/4. Regression & Classification/3.1 Linear Regression Review.pdf 198.6 kB4. P2 Build a Student Intervention System/1. Supervised Learning/4. Regression & Classification/1.2 Regression Quiz Solution - Georgia Tech - Machine Learning.mp4 14.5 MB4. P2 Build a Student Intervention System/1. Supervised Learning/4. Regression & Classification/8. Errors Quiz - Georgia Tech - Machine Learning.mp4 36.6 MB4. P2 Build a Student Intervention System/1. Supervised Learning/4. Regression & Classification/2. Regression and Function Approximation - Georgia Tech - Machine Learning.mp4 35.8 MB4. P2 Build a Student Intervention System/1. Supervised Learning/4. Regression & Classification/11. Other Input Spaces - Georgia Tech - Machine Learning.mp4 48.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/4. Regression & Classification/9.1 Cross Validation - Udacity 2016-04-21 14-30-22.jpeg 184.9 kB4. P2 Build a Student Intervention System/1. Supervised Learning/4. Regression & Classification/7. Polynomial Regression.mp4 40.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/4. Regression & Classification/6.1 Pick the Degree - Udacity 2016-04-21 14-28-46.jpeg 223.2 kB4. P2 Build a Student Intervention System/1. Supervised Learning/4. Regression & Classification/1.1 What is Regression- - Udacity 2016-04-21 14-26-33.jpeg 159.5 kB4. P2 Build a Student Intervention System/1. Supervised Learning/4. Regression & Classification/6.2 Pick the Degree Quiz - Georgia Tech - Machine Learning.mp4 11.1 MB4. P2 Build a Student Intervention System/1. Supervised Learning/4. Regression & Classification/12. Conclusion - Georgia Tech - Machine Learning.mp4 10.0 MB4. P2 Build a Student Intervention System/1. Supervised Learning/4. Regression & Classification/1. Regression Quiz - Georgia Tech - Machine Learning.mp4 20.0 MB4. P2 Build a Student Intervention System/1. Supervised Learning/4. Regression & Classification/4.1 Find the best fit - Udacity 2016-04-21 14-28-04.jpeg 187.5 kB4. P2 Build a Student Intervention System/1. Supervised Learning/4. Regression & Classification/9. Cross Validation - Georgia Tech - Machine Learning.mp4 60.1 MB4. P2 Build a Student Intervention System/1. Supervised Learning/4. Regression & Classification/3. Linear Regression - Georgia Tech - Machine Learning.mp4 32.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/4. Regression & Classification/6. Pick the Degree Quiz - Georgia Tech - Machine Learning.mp4 7.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/4. Regression & Classification/10. Housing Example Revisited - Georgia Tech - Machine Learning.mp4 40.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/12. Bayesian Learning/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/12. Bayesian Learning/11. Which Tree Quiz - Georgia Tech - Machine Learning.mp4 461.4 kB4. P2 Build a Student Intervention System/1. Supervised Learning/12. Bayesian Learning/9.1 Best hypothesis - Udacity 2016-04-25 15-11-27.jpeg 166.5 kB4. P2 Build a Student Intervention System/1. Supervised Learning/12. Bayesian Learning/13. Summary - Georgia Tech - Machine Learning.mp4 30.6 MB4. P2 Build a Student Intervention System/1. Supervised Learning/12. Bayesian Learning/7. Noisy Data Quiz - Georgia Tech - Machine Learning.mp4 18.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/12. Bayesian Learning/6. Bayesian Learning in Action - Georgia Tech - Machine Learning.mp4 79.3 MB4. P2 Build a Student Intervention System/1. Supervised Learning/12. Bayesian Learning/9. Best hypothesis Quiz - Georgia Tech - Machine Learning.mp4 9.9 MB4. P2 Build a Student Intervention System/1. Supervised Learning/12. Bayesian Learning/7.2 Noisy Data Quiz Solution - Georgia Tech - Machine Learning.mp4 26.0 MB4. P2 Build a Student Intervention System/1. Supervised Learning/12. Bayesian Learning/2. Bayes Rule - Georgia Tech - Machine Learning.mp4 46.1 MB4. P2 Build a Student Intervention System/1. Supervised Learning/12. Bayesian Learning/8. Return to Bayesian Learning - Georgia Tech - Machine Learning.mp4 132.6 MB4. P2 Build a Student Intervention System/1. Supervised Learning/12. Bayesian Learning/Bayesian Learning.pdf 493.3 kB4. P2 Build a Student Intervention System/1. Supervised Learning/12. Bayesian Learning/12. Bayesian Classification Quiz - Georgia Tech - Machine Learning.mp4 14.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/12. Bayesian Learning/7.1 Noisy Data - Udacity 2016-04-25 15-10-44.jpeg 178.1 kB4. P2 Build a Student Intervention System/1. Supervised Learning/12. Bayesian Learning/4. Bayes Rule Quiz - Georgia Tech - Machine Learning.mp4 19.8 MB4. P2 Build a Student Intervention System/1. Supervised Learning/12. Bayesian Learning/1. Intro - Georgia Tech - Machine Learning.mp4 16.0 MB4. P2 Build a Student Intervention System/1. Supervised Learning/12. Bayesian Learning/4.2 Bayes Rule Quiz Quiz Solution - Georgia Tech - Machine Learning.mp4 79.8 MB4. P2 Build a Student Intervention System/1. Supervised Learning/12. Bayesian Learning/3. Bayes Rule p2 - Georgia Tech - Machine Learning.mp4 35.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/12. Bayesian Learning/4.1 Bayes Rule Quiz - Udacity 2016-04-25 15-09-56.jpeg 207.7 kB4. P2 Build a Student Intervention System/1. Supervised Learning/12. Bayesian Learning/5. Bayesian Learning - Georgia Tech - Machine Learning.mp4 45.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/12. Bayesian Learning/10. Minimum Description Length - Georgia Tech - Machine Learning.mp4 36.4 MB4. P2 Build a Student Intervention System/1. Supervised Learning/12. Bayesian Learning/11.2 Which Tree Quiz Solution - Georgia Tech - Machine Learning.mp4 59.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/12. Bayesian Learning/11.1 Which Tree - Udacity 2016-04-25 15-12-08.jpeg 211.3 kB4. P2 Build a Student Intervention System/1. Supervised Learning/12. Bayesian Learning/9.2 Best hypothesis Quiz Solution - Georgia Tech - Machine Learning.mp4 35.2 MB4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/12. Continuity - Udacity 2016-05-25 19-18-18.jpeg 136.8 kB4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/15. Perceptron Vs Sigmoid - Udacity 2016-05-25 19-18-58.jpeg 216.4 kB4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/10. Build the XOR Network.py 1.5 kB4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/3. Where to train Perceptrons - Udacity 2016-05-25 19-15-35.jpeg 206.6 kB4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/19. Prediction Method.py 2.5 kB4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/7. Perceptron Update Rule.py 1.4 kB4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/21. BackPropagation.py 5.2 kB4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/4. Perceptron Versus Regression - Udacity 2016-05-25 19-15-46.jpeg 243.4 kB4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/20. BackProp Deltas.py 3.8 kB4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/18. Sigmoid Programming Exercise.py 2.2 kB4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/8. Layered Network Example - Udacity 2016-05-25 19-16-41.jpeg 241.8 kB4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/5. Perceptron Inputs - Udacity 2016-05-25 19-15-57.jpeg 211.3 kB4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/6. Neural Net Outputs - Udacity 2016-05-25 19-16-08.jpeg 192.1 kB4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/9. Linear Representational Power - Udacity 2016-05-25 19-16-53.jpeg 271.2 kB4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/11. Discretion Quiz - Udacity 2016-05-25 19-18-07.jpeg 247.4 kB4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/1.Build a Perceptron.py 920 Bytes4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/13. Activation Function Sandbox.py 708 Bytes4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/2. Threshold Meditation - Udacity 2016-05-25 19-15-20.jpeg 183.0 kB4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/14. Activation Function Quiz - Udacity 2016-05-25 19-18-45.jpeg 226.6 kB4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/16. Sigmoid Learning - Udacity 2016-05-25 19-19-10.jpeg 206.4 kB4. P2 Build a Student Intervention System/1. Supervised Learning/7.5 Neural Nets Mini-project/17. Gradient Descent Issues - Udacity 2016-05-25 19-19-21.jpeg 233.0 kB7. P5 Capstone Project/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB7. P5 Capstone Project/2. Project/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB7. P5 Capstone Project/2. Project/7. Evaluation & Submission - Udacity 2016-04-27 21-58-08.jpeg 197.4 kB7. P5 Capstone Project/2. Project/3. Capstone Project Guidelines pt. 1 - Udacity 2016-04-27 21-54-34.jpeg 628.8 kB7. P5 Capstone Project/2. Project/6. Capstone Project Suggestions - Udacity 2016-04-27 21-55-35.jpeg 253.6 kB7. P5 Capstone Project/2. Project/6.1 Capstone Project Suggestions.txt 661 Bytes7. P5 Capstone Project/2. Project/7.2 Evaluation & Submission.txt 117 Bytes7. P5 Capstone Project/2. Project/1. Project Overview and Highlights - Udacity 2016-04-27 21-53-45.jpeg 316.1 kB7. P5 Capstone Project/2. Project/8. P5- Capstone Project - Udacity 2016-04-27 21-58-43.jpeg 233.4 kB7. P5 Capstone Project/2. Project/4.1 Capstone Project Guidelines pt. 2.txt 99 Bytes7. P5 Capstone Project/2. Project/5. Software and Deliverables - Udacity 2016-04-27 21-55-25.jpeg 258.2 kB7. P5 Capstone Project/2. Project/2.1 Project Description.txt 196 Bytes7. P5 Capstone Project/2. Project/4. Capstone Project Guidelines pt. 2 - Udacity 2016-04-27 21-55-00.jpeg 515.9 kB7. P5 Capstone Project/2. Project/3.1 Capstone Project Guidelines pt. 1.txt 99 Bytes7. P5 Capstone Project/2. Project/2. Project Description - Udacity 2016-04-27 21-54-00.jpeg 265.2 kB7. P5 Capstone Project/1. Introduction To Specializations/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB7. P5 Capstone Project/1. Introduction To Specializations/1. Specializations.mp4 10.6 MB7. P5 Capstone Project/1. Introduction To Specializations/2. Specializations What Youll Watch.mp4 8.3 MB7. P5 Capstone Project/1. Introduction To Specializations/3. Specializations What Youll Do.mp4 8.9 MB2. P0 Titanic Survival Exploration/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB2. P0 Titanic Survival Exploration/Titanic_Survival_Exploration.ipynb 20.3 kB2. P0 Titanic Survival Exploration/titanic_data.csv 61.2 kB2. P0 Titanic Survival Exploration/Titinic Survival Exploration/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB2. P0 Titanic Survival Exploration/Titinic Survival Exploration/1.Project Overview and Software - Udacity 2016-04-19 22-12-54.jpeg 324.8 kB2. P0 Titanic Survival Exploration/Titinic Survival Exploration/1.2 Starting the Project and Deliverables - Udacity 2016-04-19 22-13-12.jpeg 424.6 kB2. P0 Titanic Survival Exploration/titanic_visualizations.py 5.4 kB2. P0 Titanic Survival Exploration/Submission/Udacity Machine Learning Engineer Nanodegree.mp4 1.7 MB2. P0 Titanic Survival Exploration/Submission/1.P0- Titanic Survival Exploration - Udacity 2016-04-19 22-16-59.jpeg 265.7 kB
Slot Machine - Time Machine (The Best of Slot Machine) 182.3 MB Machine (Swinging Soul Machine) - 1970 - Machine 83.2 MB Machine Learning Tutorial _ Machine Learning Basics _... 62.9 MB TIN MACHINE-Tin Machine II - outtakes 42 tracks 407.7 MB Luv Machine - 1971 - Luv Machine 98.9 MB
The Soft Machine - 1968 - The Soft Machine (FLAC, 2009... 287.3 MB Rage Against The Machine - Rage Against The Machine 1.2 GB Rage Against The Machine - Rage Against the Machine (XX... 305.4 MB Tin Machine - Tin Machine II - (1991) 343.8 MB
Rage Against The Machine - Rage Against The Machine... 948.6 MB Andor [HDTV 720p][Cap.205] 8145次下载
Cap
HDTV
720p
Маня и Груня.2024.WEB-DL 720p.Files-x 5109次下载
2024
WEB
DL
Havoc.2025.1080p.NF.WEB-DL.DDP5.1.Atmos.H.264-EniaHD.mkv 5077次下载
WEB
DL
DDP5
The.Super.Cube.S01E09.1080p.iQ.WEB-DL.AAC2.0.H.264-VARYG.mkv 5040次下载
WEB
DL
Cube
Star.Wars.Andor.S02E05.I.Have.Friends.Everywhere.1080p.DS... 4944次下载
WEB
DL
Star
新桥恋人.电影港 地址发布页 www.dygang.me 收藏不迷路 4365次下载
me
www
发布页
Night at the Museum Battle of the Smithsonian 2009 2160p... 4161次下载
KiNGDOM
WEB
DL
www.UIndex.org - ... 4126次下载
www
MeGusta
HEVC
Palma.2.2024.WEB-DL.1080p.ExKinoRay.mkv 4000次下载
WEB
DL
2.2024
Guns N' Roses - Greatest Hits Live Broadcast Collection... 3915次下载
Live
Remastered
Hits
Andor [HDTV 720p][Cap.205] 8145次下载
Cap
HDTV
720p
(同人CG集) [白色絵の具 (無味ムスミ)] 友達の母が巨乳で金髪の淫乱美女でした.zip 6346次下载
zip
巨乳
CG
You.S05E02.720p.HEVC.x265-MeGusta[EZTVx.to].mkv 6221次下载
S05E02
HEVC
720p
up-mod-minecraft-play-with-friends-v1-21-80-28-... 6023次下载
982108028
mod
play
the.last.of.us.s02e02.1080p.web.h264-successful... 5335次下载
web
last
h264
异世降临.6v电影 地址发布页 www.6v123.net 收藏不迷路 5220次下载
www
发布页
6v123
Opasnaya.blizost.S01.2025.WEB-DL.1080p 5127次下载
WEB
DL
S01
Маня и Груня.2024.WEB-DL 720p.Files-x 5109次下载
2024
WEB
DL
Andor.S02E02.Sagrona.Teema.1080p.HEVC.x265-MeGu... 5100次下载
HEVC
Andor
mkv
Havoc.2025.1080p.NF.WEB-DL.DDP5.1.Atmos.H.264-E... 5077次下载
WEB
DL
DDP5
Shoot.Paragon.1970.DVDRip.XviD-AFO [NO-RAR] -...
Shoot
www
AFO
DASS-041-U
DASS
041
www.UIndex.org - Andy Richter Controls...
www
Episode
S01E04
[AniDub]_Sora_Kara_Furu_Ichioku_no_Hoshi_[Oriko_Qbiq]
Furu
no
Oriko
[BEST-TORRENTS.COM]...
Cheese
DL
2160p
【成人抖音-黑料-换妻-直播-手机搜7t7a.cc】麻豆传媒映画・爆操黑丝车模小姐姐・超级圆润...
麻豆
小姐姐
车模
Por siempre [HDTV 720p][Cap.106]
siempre
720p
Cap
Workaholics.S04E01.Season.4.Episode.1.WEBRip.72...
Workaholics
Episode
HoC
MobLand.S01E01.1080P.ENG.ITA.H264-TheBlackKing.mkv
ENG
H264
ITA
43606101 - Public Dick Flash Compilation..mp4
Dick
..
Compilation
吃瓜！去欧美留学的林淑瑶 ️被欧美大鸡巴驯化3P大战被洋吊深喉狂艹！
欧美
3P
被洋
Hellraiser III Hell On Earth 1992 1080p BluRay...
5.1
1992
AAC
Ghosts S04E21 Kyle 1080p PMTP WEB-DL DDP5 1 H...
WEB
DL
STC
[Gecko] Araiguma Calcal-dan - S01E07...
WEB
DL
AAC
salamander-2-salamander-deluxe-pack-play-statio...
salamander
play
full
Catalina Cruz live cam show pack
Catalina
show
live
SDMU-534
534
SDMU
dccdom.com@MIDV111C
com
MIDV111C
dccdom