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【影视】 Cluster Analysis and Unsupervised Machine Learning in Python

收录时间:2021-03-11 文档个数:115 文档大小:2.0 GB 最近下载:2025-05-15 人气:1377 磁力链接

[TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/5. Setting Up Your Environment (FAQ by Student Request)/1. Windows-Focused Environment Setup 2018.mp4 195.4 MB
[TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/4. Gaussian Mixture Models (GMMs)/2. Write a Gaussian Mixture Model in Python Code.mp4 144.1 MB
[TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/7. Hard K-Means Exercise 3 Solution.mp4 95.8 MB
[TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/6. Extra Help With Python Coding for Beginners (FAQ by Student Request)/3. Proof that using Jupyter Notebook is the same as not using it.mp4 82.1 MB
[TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/1. Introduction to Unsupervised Learning/6. Anyone Can Succeed in this Course.mp4 81.9 MB
[TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/4. Gaussian Mixture Models (GMMs)/1. Gaussian Mixture Model (GMM) Algorithm.mp4 69.0 MB
[TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/3. Hard K-Means Exercise 1 Solution.mp4 58.1 MB
[TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/1. Introduction to Unsupervised Learning/4. Why Use Clustering.mp4 57.5 MB
[TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/8. Hard K-Means Objective Theory.mp4 54.4 MB
[TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/2. Hard K-Means Exercise Prompt 1.mp4 52.5 MB
[TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/4. Gaussian Mixture Models (GMMs)/8. Expectation-Maximization (pt 1).mp4 52.2 MB
[TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/1. Introduction to Unsupervised Learning/1. Introduction.mp4 47.9 MB
[TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/4. Gaussian Mixture Models (GMMs)/7. GMM vs Bayes Classifier (pt 2).mp4 47.4 MB
[TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/5. Setting Up Your Environment (FAQ by Student Request)/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 46.0 MB
[TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/4. Gaussian Mixture Models (GMMs)/3. Practical Issues with GMM Singular Covariance.mp4 45.4 MB
[TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/21. Clustering for NLP and Computer Vision Real-World Applications.mp4 44.5 MB
[TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/6. Hard K-Means Exercise Prompt 3.mp4 43.9 MB
[TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/4. Gaussian Mixture Models (GMMs)/6. GMM vs Bayes Classifier (pt 1).mp4 43.3 MB
[TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/7. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 40.8 MB
[TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/8. Appendix FAQ Finale/2. BONUS Where to get discount coupons and FREE deep learning material.mp4 39.6 MB

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【影视】 [ CourseBoat.com ] Python Masterclass - Skillshare

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~Get Your Files Here !/11. Functions.mp4 120.8 MB
~Get Your Files Here !/05. Strings.mp4 114.8 MB
~Get Your Files Here !/07. Dictionary.mp4 97.7 MB
~Get Your Files Here !/09. While & Ifelse.mp4 95.1 MB
~Get Your Files Here !/06. Lists.mp4 92.3 MB
~Get Your Files Here !/04. Variables.mp4 78.7 MB
~Get Your Files Here !/03. Basics.mp4 58.3 MB
~Get Your Files Here !/08. For loops.mp4 49.7 MB
~Get Your Files Here !/10. Game.mp4 45.7 MB
~Get Your Files Here !/02. Setup.mp4 13.1 MB
~Get Your Files Here !/12. Class project.mp4 11.5 MB
~Get Your Files Here !/01. Welcome.mp4 5.6 MB
~Get Your Files Here !/13. Wrap up!.mp4 4.4 MB
~Get Your Files Here !/06. Lists-en-US.vtt 12.7 kB
~Get Your Files Here !/05. Strings-en-US.vtt 11.0 kB
~Get Your Files Here !/11. Functions-en-US.vtt 10.9 kB
~Get Your Files Here !/09. While & Ifelse-en-US.vtt 9.1 kB
~Get Your Files Here !/04. Variables-en-US.vtt 9.0 kB
~Get Your Files Here !/07. Dictionary-en-US.vtt 8.9 kB
~Get Your Files Here !/03. Basics-en-US.vtt 6.3 kB

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【音乐】 Python Blue

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logo.jpg 73.0 kB
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2013 - Cyborg/cover/cover_back.png 3.7 MB
2014 - A dark future/01 Awakening.mp3 6.9 MB
2014 - An alien world/01 Arrival.mp3 7.8 MB
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2014 - An alien world/05 Departure.mp3 8.7 MB
2014 - A dark future/02 Mechanical paradise.mp3 10.2 MB
2013 - Cyborg/05 Engineers.mp3 10.8 MB
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2013 - Cyborg/09 Souls [bonus track].mp3 11.0 MB
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2013 - Cyborg/08 Holy ghosts [bonus track].mp3 12.1 MB
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【压缩文件】 [ FreeCourseWeb.com ] Complete Python 3, Anaconda, Spyder, and Jupyter.zip

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[ FreeCourseWeb.com ] Complete Python 3, Anaconda, Spyder, and Jupyter.zip 708.2 MB

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【影视】 Police Python 357 1976 1080p.mkv

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【影视】 [GigaCourse.com] Udemy - Artificial Intelligence Reinforcement Learning in Python

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11. Appendix FAQ/2. Windows-Focused Environment Setup 2018.mp4 195.4 MB
4. Build an Intelligent Tic-Tac-Toe Agent/4. The Value Function and Your First Reinforcement Learning Algorithm.mp4 108.8 MB
5. Markov Decision Proccesses/7. Bellman Examples.mp4 91.3 MB
11. Appendix FAQ/8. Proof that using Jupyter Notebook is the same as not using it.mp4 82.1 MB
10. Stock Trading Project with Reinforcement Learning/6. Code pt 2.mp4 68.5 MB
3. High Level Overview of Reinforcement Learning/1. What is Reinforcement Learning.mp4 57.3 MB
10. Stock Trading Project with Reinforcement Learning/2. Data and Environment.mp4 54.5 MB
2. Return of the Multi-Armed Bandit/9. Bayesian Thompson Sampling.mp4 54.4 MB
2. Return of the Multi-Armed Bandit/2. Applications of the Explore-Exploit Dilemma.mp4 53.7 MB
10. Stock Trading Project with Reinforcement Learning/5. Code pt 1.mp4 52.1 MB
10. Stock Trading Project with Reinforcement Learning/8. Code pt 4.mp4 51.5 MB
10. Stock Trading Project with Reinforcement Learning/3. How to Model Q for Q-Learning.mp4 47.1 MB
11. Appendix FAQ/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 46.0 MB
3. High Level Overview of Reinforcement Learning/3. Defining Some Terms.mp4 44.4 MB
11. Appendix FAQ/7. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 40.8 MB
11. Appendix FAQ/12. BONUS Where to get discount coupons and FREE deep learning material.mp4 39.7 MB
11. Appendix FAQ/11. What order should I take your courses in (part 2).mp4 39.4 MB
3. High Level Overview of Reinforcement Learning/2. On Unusual or Unexpected Strategies of RL.mp4 38.9 MB
1. Welcome/1. Introduction.mp4 35.9 MB
2. Return of the Multi-Armed Bandit/12. Bandit Summary, Real Data, and Online Learning.mp4 35.6 MB

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【影视】 [FreeCourseSite.com] Udemy - Learn Data structures & Algorithms using Python for Freshers

收录时间:2022-01-09 文档个数:225 文档大小:5.4 GB 最近下载:2025-05-15 人气:1373 磁力链接

15. Graph in Data Structure and Algorithm/26. Kruskal Algorithm - Python Implementation.mp4 203.8 MB
7. Linked List/15. Singly Circular Linked List- Python Implementation.mp4 167.1 MB
15. Graph in Data Structure and Algorithm/16. Dijkstra's Algorithm - Python Implementation.mp4 166.3 MB
7. Linked List/9. Singly Linked List - Python Implementation.mp4 163.6 MB
10. AVL Tree/13. AVL Tree - Removal and testing - Python Implementation.mp4 154.6 MB
9. Binary Search Tree/9. Binary Search Tree - Python Implementation.mp4 141.1 MB
15. Graph in Data Structure and Algorithm/20. Bellmann Ford - Python Implementation.mp4 140.9 MB
10. AVL Tree/11. AVL Tree - Violation and rotation - Python Implementation.mp4 133.5 MB
2. Recursion - Data Structures/9. Search in Binary Search Tree recursive action Implementation in Python.mp4 130.9 MB
7. Linked List/26. Doubly Circular Linked List - Python Implementation.mp4 129.5 MB
7. Linked List/21. Doubly Linked List - Python Implementation.mp4 122.1 MB
11. Heap in Data Structure and Algorithm/10. Heap Tree - - Python Implementation part 2.mp4 103.2 MB
6. Queue - Data Structure/11. Circular Queue - Python Implementation.mp4 87.3 MB
18. Divide and Conquer/8. Convert from one string to another using divide and conquer algorithm.mp4 64.2 MB
8. Tree/13. Binary Tree Traversal - Python Implementation.mp4 61.9 MB
14. Sorting in Data Structure/13. Quick Sort - Python Implementation.mp4 58.5 MB
15. Graph in Data Structure and Algorithm/15. Dijkstra's Algorithm.mp4 58.1 MB
11. Heap in Data Structure and Algorithm/9. Heap Tree - - Python Implementation part 1.mp4 56.6 MB
10. AVL Tree/6. AVL Tree - Insertion, Height, Balance creation - Python Implementation.mp4 53.8 MB
15. Graph in Data Structure and Algorithm/25. Kruskal Algorithm.mp4 51.4 MB

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【压缩文件】 [ DevCourseWeb.com ] Udemy - Artificial Intelligence-Computational Intelligence in Python.zip

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[ DevCourseWeb.com ] Udemy - Artificial Intelligence-Computational Intelligence in Python.zip 1.3 GB

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【压缩文件】 [ FreeCourseWeb.com ] Udemy - Python for absolute beginners 2020 - Python 3 with examples.zip

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[ FreeCourseWeb.com ] Udemy - Python for absolute beginners 2020 - Python 3 with examples.zip 1.1 GB

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【文档书籍】 [ FreeCourseWeb.com ] Skillshare - The Data Science MicroDegree - Introduction To Python, Data Analysis & Visualization

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~Get Your Files Here !/47-pandas-operationsSn0rgaredmkv 130.5 MB
~Get Your Files Here !/66-seaborn-sizeandcolorSn0rgaredmkv 129.2 MB
~Get Your Files Here !/46-pandas-joinmergeandconcatenateSn0rgaredmkv 124.2 MB
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【影视】 [ TutSala.com ] Udemy - The Ultimate Hands-on KivyMD Tame your KivyMD Python Skills

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~Get Your Files Here !/4. Higher Level/2. DataTables in KivyMD.mp4 125.7 MB
~Get Your Files Here !/4. Higher Level/3. Mini App in KivyMD.mp4 109.2 MB
~Get Your Files Here !/3. Intermediate Level/4. Cards & Card Swiper in KivyMD.mp4 105.0 MB
~Get Your Files Here !/3. Intermediate Level/7. Swiper in KivyMD.mp4 78.3 MB
~Get Your Files Here !/2. Basic Level/7. Banner in KivyMD Part-I.mp4 77.7 MB
~Get Your Files Here !/3. Intermediate Level/1. Lists in KivyMD.mp4 76.9 MB
~Get Your Files Here !/4. Higher Level/1. Dropdown Menu in KivyMD.mp4 71.5 MB
~Get Your Files Here !/2. Basic Level/5. Toolbar in KivyMD.mp4 68.8 MB
~Get Your Files Here !/3. Intermediate Level/3. Mini App in KivyMD.mp4 68.7 MB
~Get Your Files Here !/5. Extra Stuff/1. Navigation Drawer in KivyMD.mp4 68.6 MB
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~Get Your Files Here !/2. Basic Level/6. Textfields in KivyMD.mp4 56.4 MB
~Get Your Files Here !/2. Basic Level/8. Banner in KivyMD Part-II.mp4 55.2 MB
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【影视】 Build Fiverr marketplace with Python Django and Braintree

收录时间:2018-01-28 文档个数:51 文档大小:5.8 GB 最近下载:2025-05-16 人气:1368 磁力链接

Starter/1. What are building in the project.mp4 52.8 MB
Starter/2. Tech stracks and tools.mp4 47.4 MB
Task 1 - Setting up/3. Python.mp4 63.9 MB
Task 1 - Setting up/4. Heroku.mp4 32.0 MB
Task 1 - Setting up/5. Braintree - PayPal.mp4 29.6 MB
Task 1 - Setting up/6. Atom.mp4 44.2 MB
Task 10 -User Profile/37. Create User Profile page.mp4 216.5 MB
Task 10 -User Profile/38. Update User Profile page.mp4 103.4 MB
Task 10 -User Profile/39. Add Gig list to Profile page.mp4 176.0 MB
Task 10 -User Profile/40. Update Profile functions.mp4 231.9 MB
Task 11 - Payment with Braintree-PayPal/41. Install Braintree.mp4 45.3 MB
Task 11 - Payment with Braintree-PayPal/42. Checkout with Braintree.mp4 44.6 MB
Task 11 - Payment with Braintree-PayPal/43. Create database for Purchase.mp4 82.3 MB
Task 12 - Summary pages/44. Create two summary pages.mp4 81.4 MB
Task 12 - Summary pages/45. Create functions for summary pages.mp4 142.2 MB
Task 13 - Reviews/46. Create Review Model.mp4 88.9 MB
Task 13 - Reviews/47. Create Review form.mp4 57.3 MB
Task 14 - Final touches/48. Category links.mp4 233.0 MB
Task 14 - Final touches/49. Searching gigs.mp4 61.2 MB
Task 14 - Final touches/50. Deploy to Heroku.mp4 226.8 MB

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【影视】 [GigaCourse.com] Udemy - Optimization with Metaheuristics in Python

收录时间:2021-03-23 文档个数:42 文档大小:2.4 GB 最近下载:2025-05-15 人气:1368 磁力链接

22-Genetic Algorithm in Python Continuous 3.mp4 270.8 MB
29-Genetic Algorithm in Python Continuous 10.mp4 213.0 MB
10-Simulated Annealing in Python Continuous.mp4 209.1 MB
23-Genetic Algorithm in Python Continuous 4.mp4 121.4 MB
34-Tabu Search in Python Continuous.mp4 107.1 MB
27-Genetic Algorithm in Python Continuous 8.mp4 104.6 MB
39-Evolutionary Strategies in Python Continuous 2.mp4 96.5 MB
25-Genetic Algorithm in Python Continuous 6.mp4 87.6 MB
15-Simulated Annealing in Python Combinatorial 5.mp4 87.1 MB
24-Genetic Algorithm in Python Continuous 5.mp4 85.7 MB
38-Evolutionary Strategies in Python Continuous 1.mp4 78.8 MB
28-Genetic Algorithm in Python Continuous 9.mp4 73.9 MB
21-Genetic Algorithm in Python Continuous 2.mp4 73.9 MB
30-Genetic Algorithm in Python Continuous 11.mp4 62.4 MB
13-Simulated Annealing in Python Combinatorial 3.mp4 57.5 MB
26-Genetic Algorithm in Python Continuous 7.mp4 53.4 MB
9-Simulated Annealing 3.mp4 40.4 MB
6-Search Techniques 3.mp4 40.0 MB
11-Simulated Annealing in Python Combinatorial 1.mp4 39.5 MB
1-Operations Research.mp4 36.5 MB

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【影视】 Video Game Development With Python and Pygame

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1. Python Game Development Training Beginner Level/12. Creating different lines.mp4 63.5 MB
1. Python Game Development Training Beginner Level/3. Creation of new file in Jupiter notebook.mp4 56.2 MB
1. Python Game Development Training Beginner Level/7. Steps for creating pygame Programe.mp4 41.8 MB
1. Python Game Development Training Beginner Level/14. Blit Function.mp4 37.8 MB
1. Python Game Development Training Beginner Level/5. Display Module.mp4 34.9 MB
1. Python Game Development Training Beginner Level/2. Installation of python anaconda and pygame.mp4 34.6 MB
1. Python Game Development Training Beginner Level/6. Understanding events and loop.mp4 33.4 MB
1. Python Game Development Training Beginner Level/10. Different Graphic primitives and Ellipise.mp4 32.6 MB
1. Python Game Development Training Beginner Level/9. Different Primitive Functions.mp4 32.4 MB
1. Python Game Development Training Beginner Level/11. Setting background colour.mp4 31.8 MB
1. Python Game Development Training Beginner Level/8. Steps for creating pygame Programe continue.mp4 31.3 MB
1. Python Game Development Training Beginner Level/13. Understanding pixel coordinate.mp4 10.5 MB
1. Python Game Development Training Beginner Level/4. Initialization.mp4 8.3 MB
1. Python Game Development Training Beginner Level/1. Introduction of Beginner game.mp4 5.8 MB
1. Python Game Development Training Beginner Level/3. Creation of new file in Jupiter notebook.srt 14.1 kB
1. Python Game Development Training Beginner Level/7. Steps for creating pygame Programe.srt 12.5 kB
1. Python Game Development Training Beginner Level/12. Creating different lines.srt 11.0 kB
1. Python Game Development Training Beginner Level/6. Understanding events and loop.srt 11.0 kB
1. Python Game Development Training Beginner Level/10. Different Graphic primitives and Ellipise.srt 10.4 kB
1. Python Game Development Training Beginner Level/14. Blit Function.srt 10.4 kB

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【压缩文件】 VIDE02BRAIN.Python.intermedio.12.02.2015

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Información.txt 233 Bytes
Python intermedio.www.INTERCAMBIOSVIRTUALES.org.iso 353.2 MB
www.intercambiosos.org.url 61 Bytes
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【影视】 [FXPHD] Advanced VEX & Python for Houdini TDs [RUS]

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hou301-class02.mp4 120.2 MB
hou301-class04.mp4 116.7 MB
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hou301-class02.mp3 23.7 MB
hou301-class05.mp3 23.4 MB
hou301-class01.mp3 23.1 MB
hou301-class03.mp3 22.0 MB
hou301-class04.mp3 21.7 MB
hou301-files01.zip 5.1 MB
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【影视】 [FreeTutorials.Us] data-science-supervised-machine-learning-in-python

收录时间:2017-08-19 文档个数:40 文档大小:429.2 MB 最近下载:2025-05-16 人气:1364 磁力链接

01 Introduction and Review/001 Introduction and Outline.mp4 8.0 MB
01 Introduction and Review/002 Review of Important Concepts.mp4 6.3 MB
01 Introduction and Review/003 Where to get the Code and Data.mp4 4.0 MB
01 Introduction and Review/004 How to Succeed in this Course.mp4 9.2 MB
02 K-Nearest Neighbor/005 K-Nearest Neighbor Concepts.mp4 9.0 MB
02 K-Nearest Neighbor/006 KNN in Code with MNIST.mp4 18.8 MB
02 K-Nearest Neighbor/007 When KNN Can Fail.mp4 8.1 MB
02 K-Nearest Neighbor/008 KNN for the XOR Problem.mp4 4.5 MB
02 K-Nearest Neighbor/009 KNN for the Donut Problem.mp4 5.7 MB
03 Naive Bayes and Bayes Classifiers/010 Naive Bayes.mp4 16.5 MB
03 Naive Bayes and Bayes Classifiers/011 Naive Bayes Handwritten Example.mp4 6.1 MB
03 Naive Bayes and Bayes Classifiers/012 Naive Bayes in Code with MNIST.mp4 15.1 MB
03 Naive Bayes and Bayes Classifiers/013 Non-Naive Bayes.mp4 7.7 MB
03 Naive Bayes and Bayes Classifiers/014 Bayes Classifier in Code with MNIST.mp4 4.7 MB
03 Naive Bayes and Bayes Classifiers/015 Linear Discriminant Analysis LDA and Quadratic Discriminant Analysis QDA.mp4 10.9 MB
03 Naive Bayes and Bayes Classifiers/016 Generative vs Discriminative Models.mp4 5.4 MB
04 Decision Trees/017 Decision Tree Basics.mp4 8.7 MB
04 Decision Trees/018 Information Entropy.mp4 7.3 MB
04 Decision Trees/019 Maximizing Information Gain.mp4 14.6 MB
04 Decision Trees/020 Choosing the Best Split.mp4 7.0 MB

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【影视】 [FreeCourseSite.com] Udemy - The Complete Python 3 Course Beginner to Advanced!

收录时间:2018-03-13 文档个数:152 文档大小:3.3 GB 最近下载:2025-05-16 人气:1364 磁力链接

1. Welcome to the Course!/1. How to be successful in this course.mp4 7.3 MB
10. Project #5 - Web Development Project Using Web.py/1. Introduction and simple example.mp4 23.7 MB
10. Project #5 - Web Development Project Using Web.py/10. Web.py sessions.mp4 29.3 MB
10. Project #5 - Web Development Project Using Web.py/11. Logout functionality.mp4 13.4 MB
10. Project #5 - Web Development Project Using Web.py/12. Posting microblogs.mp4 27.7 MB
10. Project #5 - Web Development Project Using Web.py/13. Retrieving post objects.mp4 18.2 MB
10. Project #5 - Web Development Project Using Web.py/14. User settings and updating Mongo.mp4 57.8 MB
10. Project #5 - Web Development Project Using Web.py/15. Relative datetimes.mp4 10.8 MB
10. Project #5 - Web Development Project Using Web.py/16. Making our post dates pretty.mp4 8.8 MB
10. Project #5 - Web Development Project Using Web.py/17. Adding post comments.mp4 43.5 MB
10. Project #5 - Web Development Project Using Web.py/18. Image uploads and avatars.mp4 75.1 MB
10. Project #5 - Web Development Project Using Web.py/2. HTML templates.mp4 9.9 MB
10. Project #5 - Web Development Project Using Web.py/3. Building a MVC.mp4 18.5 MB
10. Project #5 - Web Development Project Using Web.py/4. Importing static files.mp4 18.3 MB
10. Project #5 - Web Development Project Using Web.py/5. Setting up a register form.mp4 40.2 MB
10. Project #5 - Web Development Project Using Web.py/6. Posting data to web.py.mp4 14.7 MB
10. Project #5 - Web Development Project Using Web.py/7. Creating users.mp4 17.8 MB
10. Project #5 - Web Development Project Using Web.py/8. Hashing passwords.mp4 14.3 MB
10. Project #5 - Web Development Project Using Web.py/9. Login logic.mp4 32.9 MB
11. Project #6 - Django Web Framework/1. Django project setup.mp4 20.8 MB

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【影视】 [ FreeCourseWeb.com ] Oreilly - Automating Jenkins with Python

收录时间:2022-01-14 文档个数:3 文档大小:283.4 MB 最近下载:2025-04-27 人气:1364 磁力链接

~Get Your Files Here !/1 - Jenkins Automation.mp4 283.4 MB
~Get Your Files Here !/Bonus Resources.txt 357 Bytes
Get Bonus Downloads Here.url 183 Bytes

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