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文档列表

6. Homework/2. Homework Solution.mp4 220.1 MB
11. Homework/2. Homework Solution.mp4 220.0 MB
10. Implementation/31. Minimizing Costs - Step 33.mp4 204.0 MB
5. Implementation/16. Optimizing Business Processes - Step 20.mp4 188.5 MB
10. Implementation/26. Minimizing Costs - Step 29.mp4 176.8 MB
10. Implementation/22. Minimizing Costs - Step 25.mp4 173.4 MB
15. Implementation/13. Maximizing Revenues - Step 16.mp4 165.3 MB
10. Implementation/28. Minimizing Costs - Step 31.mp4 149.2 MB
10. Implementation/16. Minimizing Costs - Step 19.mp4 146.7 MB
9. AI Solution/6. Action Selection Policies.mp4 143.8 MB
10. Implementation/25. Minimizing Costs - Step 28.mp4 143.8 MB
10. Implementation/8. Minimizing Costs - Step 11.mp4 135.6 MB
10. Implementation/9. Minimizing Costs - Step 12.mp4 125.4 MB
10. Implementation/32. Minimizing Costs - Step 34.mp4 125.0 MB
14. AI Solution/3. Thompson Sampling Intuition.mp4 120.8 MB
9. AI Solution/5. Experience Replay.mp4 120.7 MB
1. Introduction/2. Introduction.mp4 119.6 MB
14. AI Solution/2. The Multi-Armed Bandit Problem.mp4 118.9 MB
17. Annex Artificial Neural Networks/5. How do Neural Networks learn.mp4 117.6 MB
10. Implementation/21. Minimizing Costs - Step 24.mp4 115.8 MB
4. AI Solution/11. Q-Learning Visualization.mp4 115.3 MB
10. Implementation/7. Minimizing Costs - Step 10.mp4 111.1 MB
10. Implementation/11. Minimizing Costs - Step 14.mp4 108.0 MB
10. Implementation/4. Minimizing Costs - Step 7.mp4 107.9 MB
10. Implementation/5. Minimizing Costs - Step 8.mp4 105.5 MB
9. AI Solution/3. Deep Q-Learning Intuition - Step 1.mp4 105.0 MB
15. Implementation/9. Maximizing Revenues - Step 12.mp4 104.8 MB
10. Implementation/34. Minimizing Costs - Step 36.mp4 103.9 MB
17. Annex Artificial Neural Networks/2. The Neuron.mp4 103.6 MB
4. AI Solution/10. Temporal Difference.mp4 101.9 MB
10. Implementation/33. Minimizing Costs - Step 35.mp4 101.2 MB
4. AI Solution/4. The Bellman Equation.mp4 99.7 MB
4. AI Solution/6. Markov Decision Process.mp4 98.9 MB
17. Annex Artificial Neural Networks/7. Stochastic Gradient Descent.mp4 96.5 MB
15. Implementation/4. Maximizing Revenues - Step 7.mp4 94.1 MB
15. Implementation/12. Maximizing Revenues - Step 15.mp4 93.4 MB
10. Implementation/17. Minimizing Costs - Step 20.mp4 93.0 MB
10. Implementation/2. Minimizing Costs - Step 5.mp4 91.9 MB
10. Implementation/12. Minimizing Costs - Step 15.mp4 91.7 MB
5. Implementation/7. Optimizing Business Processes - Step 11.mp4 86.4 MB
17. Annex Artificial Neural Networks/4. How do Neural Networks work.mp4 85.9 MB
5. Implementation/12. Optimizing Business Processes - Step 16.mp4 83.0 MB
4. AI Solution/9. Q-Learning Intuition.mp4 83.0 MB
15. Implementation/5. Maximizing Revenues - Step 8.mp4 82.6 MB
5. Implementation/10. Optimizing Business Processes - Step 14.mp4 82.5 MB
5. Implementation/15. Optimizing Business Processes - Step 19.mp4 81.1 MB
10. Implementation/29. Minimizing Costs - Step 32.mp4 80.6 MB
15. Implementation/11. Maximizing Revenues - Step 14.mp4 77.8 MB
5. Implementation/8. Optimizing Business Processes - Step 12.mp4 77.7 MB
10. Implementation/24. Minimizing Costs - Step 27.mp4 76.5 MB
15. Implementation/7. Maximizing Revenues - Step 10.mp4 75.5 MB
10. Implementation/27. Minimizing Costs - Step 30.mp4 75.5 MB
10. Implementation/14. Minimizing Costs - Step 17.mp4 75.2 MB
4. AI Solution/7. Policy vs Plan.mp4 75.2 MB
15. Implementation/3. Maximizing Revenues - Step 6.mp4 74.0 MB
10. Implementation/23. Minimizing Costs - Step 26.mp4 72.5 MB
4. AI Solution/3. What is Reinforcement Learning.mp4 71.9 MB
17. Annex Artificial Neural Networks/8. Back-Propagation.mp4 70.9 MB
15. Implementation/6. Maximizing Revenues - Step 9.mp4 70.0 MB
5. Implementation/4. Optimizing Business Processes - Step 8.mp4 69.3 MB
10. Implementation/3. Minimizing Costs - Step 6.mp4 68.7 MB
1. Introduction/4.1 Artificial_Intelligence_for_Business.pdf.pdf 68.1 MB
15. Implementation/8. Maximizing Revenues - Step 11.mp4 66.1 MB
4. AI Solution/8. Living Penalty.mp4 64.4 MB
17. Annex Artificial Neural Networks/6. Gradient Descent.mp4 63.6 MB
8. Case Study/2. Minimizing Costs - Step 2.mp4 60.0 MB
15. Implementation/1. Maximizing Revenues - Step 4.mp4 58.1 MB
13. Case Study/2. Maximizing Revenues - Step 2.mp4 58.0 MB
5. Implementation/11. Optimizing Business Processes - Step 15.mp4 56.9 MB
10. Implementation/10. Minimizing Costs - Step 13.mp4 56.8 MB
10. Implementation/6. Minimizing Costs - Step 9.mp4 56.3 MB
10. Implementation/19. Minimizing Costs - Step 22.mp4 56.1 MB
5. Implementation/13. Optimizing Business Processes - Step 17.mp4 55.8 MB
8. Case Study/1. Minimizing Costs - Step 1.mp4 55.7 MB
5. Implementation/1. Optimizing Business Processes - Step 5.mp4 55.5 MB
5. Implementation/3. Optimizing Business Processes - Step 7.mp4 48.0 MB
5. Implementation/14. Optimizing Business Processes - Step 18.mp4 47.6 MB
17. Annex Artificial Neural Networks/3. The Activation Function.mp4 47.6 MB
5. Implementation/5. Optimizing Business Processes - Step 9.mp4 47.0 MB
5. Implementation/6. Optimizing Business Processes - Step 10.mp4 46.0 MB
9. AI Solution/4. Deep Q-Learning Intuition - Step 2.mp4 45.3 MB
8. Case Study/3. Minimizing Costs - Step 3.mp4 45.2 MB
5. Implementation/9. Optimizing Business Processes - Step 13.mp4 43.3 MB
3. Case Study/4. Optimizing Business Processes - Step 4.mp4 42.9 MB
10. Implementation/20. Minimizing Costs - Step 23.mp4 42.6 MB
10. Implementation/15. Minimizing Costs - Step 18.mp4 41.4 MB
10. Implementation/1. Minimizing Costs - Step 4.mp4 38.0 MB
10. Implementation/18. Minimizing Costs - Step 21.mp4 36.6 MB
3. Case Study/1. Optimizing Business Processes - Step 1.mp4 34.9 MB
13. Case Study/1. Maximizing Revenues - Step 1.mp4 34.7 MB
10. Implementation/13. Minimizing Costs - Step 16.mp4 30.7 MB
16. Homework/3. THANK YOU bonus video.mp4 30.5 MB
15. Implementation/2. Maximizing Revenues - Step 5.mp4 29.7 MB
5. Implementation/2. Optimizing Business Processes - Step 6.mp4 29.1 MB
4. AI Solution/2. Plan of Attack.mp4 26.2 MB
3. Case Study/3. Optimizing Business Processes - Step 3.mp4 26.0 MB
15. Implementation/10. Maximizing Revenues - Step 13.mp4 24.6 MB
1. Introduction/1. Updates on Udemy Reviews.mp4 23.7 MB
3. Case Study/2. Optimizing Business Processes - Step 2.mp4 15.0 MB
13. Case Study/3. Maximizing Revenues - Step 3.mp4 14.0 MB
4. AI Solution/5. The Plan.mp4 13.0 MB
17. Annex Artificial Neural Networks/1. Plan of Attack.mp4 12.4 MB
9. AI Solution/2. Plan of Attack.mp4 9.1 MB
4. AI Solution/4. The Bellman Equation.srt 31.1 kB
4. AI Solution/10. Temporal Difference.srt 29.1 kB
6. Homework/2. Homework Solution.srt 28.4 kB
14. AI Solution/3. Thompson Sampling Intuition.srt 28.0 kB
4. AI Solution/6. Markov Decision Process.srt 27.3 kB
4. AI Solution/4. The Bellman Equation.vtt 27.0 kB
4. AI Solution/10. Temporal Difference.vtt 25.5 kB
17. Annex Artificial Neural Networks/2. The Neuron.srt 25.2 kB
9. AI Solution/6. Action Selection Policies.srt 24.8 kB
14. AI Solution/3. Thompson Sampling Intuition.vtt 24.6 kB
6. Homework/2. Homework Solution.vtt 24.5 kB
9. AI Solution/5. Experience Replay.srt 24.0 kB
4. AI Solution/6. Markov Decision Process.vtt 23.8 kB
14. AI Solution/2. The Multi-Armed Bandit Problem.srt 22.8 kB
9. AI Solution/3. Deep Q-Learning Intuition - Step 1.srt 22.6 kB
4. AI Solution/9. Q-Learning Intuition.srt 22.2 kB
17. Annex Artificial Neural Networks/2. The Neuron.vtt 22.1 kB
11. Homework/2. Homework Solution.srt 22.0 kB
4. AI Solution/11. Q-Learning Visualization.srt 21.8 kB
9. AI Solution/6. Action Selection Policies.vtt 21.8 kB
4. AI Solution/7. Policy vs Plan.srt 21.7 kB
10. Implementation/22. Minimizing Costs - Step 25.srt 21.6 kB
9. AI Solution/5. Experience Replay.vtt 21.1 kB
10. Implementation/26. Minimizing Costs - Step 29.srt 21.0 kB
10. Implementation/31. Minimizing Costs - Step 33.srt 20.4 kB
5. Implementation/16. Optimizing Business Processes - Step 20.srt 20.1 kB
9. AI Solution/3. Deep Q-Learning Intuition - Step 1.vtt 20.0 kB
14. AI Solution/2. The Multi-Armed Bandit Problem.vtt 19.9 kB
1. Introduction/2. Introduction.srt 19.8 kB
17. Annex Artificial Neural Networks/4. How do Neural Networks work.srt 19.5 kB
4. AI Solution/9. Q-Learning Intuition.vtt 19.5 kB
17. Annex Artificial Neural Networks/5. How do Neural Networks learn.srt 19.4 kB
11. Homework/2. Homework Solution.vtt 19.1 kB
4. AI Solution/7. Policy vs Plan.vtt 18.9 kB
10. Implementation/22. Minimizing Costs - Step 25.vtt 18.8 kB
4. AI Solution/11. Q-Learning Visualization.vtt 18.7 kB
4. AI Solution/3. What is Reinforcement Learning.srt 18.6 kB
10. Implementation/26. Minimizing Costs - Step 29.vtt 18.3 kB
10. Implementation/31. Minimizing Costs - Step 33.vtt 17.8 kB
10. Implementation/16. Minimizing Costs - Step 19.srt 17.7 kB
5. Implementation/16. Optimizing Business Processes - Step 20.vtt 17.4 kB
10. Implementation/25. Minimizing Costs - Step 28.srt 17.4 kB
1. Introduction/2. Introduction.vtt 17.3 kB
10. Implementation/21. Minimizing Costs - Step 24.srt 17.3 kB
17. Annex Artificial Neural Networks/4. How do Neural Networks work.vtt 17.2 kB
10. Implementation/28. Minimizing Costs - Step 31.srt 17.0 kB
17. Annex Artificial Neural Networks/5. How do Neural Networks learn.vtt 16.9 kB
15. Implementation/13. Maximizing Revenues - Step 16.srt 16.8 kB
4. AI Solution/3. What is Reinforcement Learning.vtt 16.4 kB
10. Implementation/2. Minimizing Costs - Step 5.srt 15.7 kB
10. Implementation/16. Minimizing Costs - Step 19.vtt 15.4 kB
10. Implementation/32. Minimizing Costs - Step 34.srt 15.3 kB
10. Implementation/21. Minimizing Costs - Step 24.vtt 15.2 kB
10. Implementation/25. Minimizing Costs - Step 28.vtt 15.1 kB
15. Implementation/13. Maximizing Revenues - Step 16.vtt 14.8 kB
10. Implementation/28. Minimizing Costs - Step 31.vtt 14.7 kB
17. Annex Artificial Neural Networks/6. Gradient Descent.srt 14.5 kB
4. AI Solution/8. Living Penalty.srt 14.4 kB
8. Case Study/2. Minimizing Costs - Step 2.srt 14.3 kB
10. Implementation/9. Minimizing Costs - Step 12.srt 14.0 kB
10. Implementation/2. Minimizing Costs - Step 5.vtt 13.8 kB
10. Implementation/5. Minimizing Costs - Step 8.srt 13.8 kB
15. Implementation/4. Maximizing Revenues - Step 7.srt 13.8 kB
15. Implementation/5. Maximizing Revenues - Step 8.srt 13.8 kB
10. Implementation/4. Minimizing Costs - Step 7.srt 13.7 kB
10. Implementation/8. Minimizing Costs - Step 11.srt 13.7 kB
10. Implementation/32. Minimizing Costs - Step 34.vtt 13.2 kB
10. Implementation/7. Minimizing Costs - Step 10.srt 12.8 kB
13. Case Study/2. Maximizing Revenues - Step 2.srt 12.8 kB
4. AI Solution/8. Living Penalty.vtt 12.7 kB
17. Annex Artificial Neural Networks/6. Gradient Descent.vtt 12.6 kB
5. Implementation/1. Optimizing Business Processes - Step 5.srt 12.6 kB
8. Case Study/2. Minimizing Costs - Step 2.vtt 12.6 kB
10. Implementation/17. Minimizing Costs - Step 20.srt 12.5 kB
17. Annex Artificial Neural Networks/7. Stochastic Gradient Descent.srt 12.5 kB
5. Implementation/4. Optimizing Business Processes - Step 8.srt 12.3 kB
10. Implementation/9. Minimizing Costs - Step 12.vtt 12.2 kB
10. Implementation/5. Minimizing Costs - Step 8.vtt 12.2 kB
15. Implementation/3. Maximizing Revenues - Step 6.srt 12.1 kB
10. Implementation/8. Minimizing Costs - Step 11.vtt 12.1 kB
17. Annex Artificial Neural Networks/3. The Activation Function.srt 12.1 kB
10. Implementation/4. Minimizing Costs - Step 7.vtt 12.1 kB
5. Implementation/10. Optimizing Business Processes - Step 14.srt 12.1 kB
15. Implementation/9. Maximizing Revenues - Step 12.srt 12.0 kB
15. Implementation/5. Maximizing Revenues - Step 8.vtt 12.0 kB
15. Implementation/4. Maximizing Revenues - Step 7.vtt 12.0 kB
10. Implementation/11. Minimizing Costs - Step 14.srt 12.0 kB
15. Implementation/1. Maximizing Revenues - Step 4.srt 11.9 kB
5. Implementation/7. Optimizing Business Processes - Step 11.srt 11.5 kB
13. Case Study/2. Maximizing Revenues - Step 2.vtt 11.3 kB
10. Implementation/7. Minimizing Costs - Step 10.vtt 11.2 kB
17. Annex Artificial Neural Networks/7. Stochastic Gradient Descent.vtt 11.0 kB
10. Implementation/17. Minimizing Costs - Step 20.vtt 11.0 kB
5. Implementation/1. Optimizing Business Processes - Step 5.vtt 11.0 kB
10. Implementation/23. Minimizing Costs - Step 26.srt 10.9 kB
5. Implementation/4. Optimizing Business Processes - Step 8.vtt 10.7 kB
17. Annex Artificial Neural Networks/3. The Activation Function.vtt 10.7 kB
10. Implementation/33. Minimizing Costs - Step 35.srt 10.6 kB
15. Implementation/3. Maximizing Revenues - Step 6.vtt 10.6 kB
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5. Implementation/8. Optimizing Business Processes - Step 12.srt 10.5 kB
10. Implementation/11. Minimizing Costs - Step 14.vtt 10.5 kB
15. Implementation/12. Maximizing Revenues - Step 15.srt 10.5 kB
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10. Implementation/14. Minimizing Costs - Step 17.srt 10.2 kB
10. Implementation/34. Minimizing Costs - Step 36.srt 10.2 kB
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10. Implementation/23. Minimizing Costs - Step 26.vtt 9.6 kB
10. Implementation/33. Minimizing Costs - Step 35.vtt 9.3 kB
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5. Implementation/8. Optimizing Business Processes - Step 12.vtt 9.1 kB
15. Implementation/12. Maximizing Revenues - Step 15.vtt 9.1 kB
5. Implementation/12. Optimizing Business Processes - Step 16.vtt 9.1 kB
10. Implementation/14. Minimizing Costs - Step 17.vtt 9.1 kB
15. Implementation/7. Maximizing Revenues - Step 10.vtt 9.0 kB
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5. Implementation/15. Optimizing Business Processes - Step 19.vtt 8.9 kB
10. Implementation/34. Minimizing Costs - Step 36.vtt 8.9 kB
10. Implementation/24. Minimizing Costs - Step 27.vtt 8.8 kB
15. Implementation/11. Maximizing Revenues - Step 14.srt 8.8 kB
10. Implementation/12. Minimizing Costs - Step 15.vtt 8.7 kB
9. AI Solution/4. Deep Q-Learning Intuition - Step 2.vtt 8.6 kB
15. Implementation/6. Maximizing Revenues - Step 9.vtt 8.6 kB
10. Implementation/19. Minimizing Costs - Step 22.srt 8.6 kB
3. Case Study/4. Optimizing Business Processes - Step 4.vtt 8.6 kB
10. Implementation/29. Minimizing Costs - Step 32.vtt 8.4 kB
15. Implementation/8. Maximizing Revenues - Step 11.srt 8.2 kB
8. Case Study/1. Minimizing Costs - Step 1.srt 8.2 kB
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8. Case Study/3. Minimizing Costs - Step 3.vtt 8.1 kB
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15. Implementation/11. Maximizing Revenues - Step 14.vtt 7.7 kB
10. Implementation/19. Minimizing Costs - Step 22.vtt 7.5 kB
17. Annex Artificial Neural Networks/8. Back-Propagation.srt 7.5 kB
10. Implementation/15. Minimizing Costs - Step 18.srt 7.2 kB
8. Case Study/1. Minimizing Costs - Step 1.vtt 7.2 kB
15. Implementation/8. Maximizing Revenues - Step 11.vtt 7.2 kB
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10. Implementation/1. Minimizing Costs - Step 4.vtt 7.2 kB
5. Implementation/5. Optimizing Business Processes - Step 9.srt 7.1 kB
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10. Implementation/6. Minimizing Costs - Step 9.srt 7.0 kB
3. Case Study/1. Optimizing Business Processes - Step 1.srt 7.0 kB
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5. Implementation/6. Optimizing Business Processes - Step 10.srt 6.4 kB
10. Implementation/18. Minimizing Costs - Step 21.srt 6.4 kB
10. Implementation/15. Minimizing Costs - Step 18.vtt 6.3 kB
5. Implementation/11. Optimizing Business Processes - Step 15.vtt 6.3 kB
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3. Case Study/1. Optimizing Business Processes - Step 1.vtt 6.1 kB
13. Case Study/1. Maximizing Revenues - Step 1.vtt 6.1 kB
3. Case Study/3. Optimizing Business Processes - Step 3.vtt 6.1 kB
10. Implementation/10. Minimizing Costs - Step 13.srt 6.0 kB
4. AI Solution/2. Plan of Attack.srt 5.8 kB
5. Implementation/14. Optimizing Business Processes - Step 18.srt 5.7 kB
5. Implementation/13. Optimizing Business Processes - Step 17.vtt 5.7 kB
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5. Implementation/6. Optimizing Business Processes - Step 10.vtt 5.6 kB
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10. Implementation/10. Minimizing Costs - Step 13.vtt 5.3 kB
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1. Introduction/1. Updates on Udemy Reviews.srt 3.3 kB
9. AI Solution/2. Plan of Attack.vtt 3.3 kB
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16. Homework/3. THANK YOU bonus video.srt 2.4 kB
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4. AI Solution/1. Welcome to the Intuition Section.html 2.1 kB
1. Introduction/4. The Book.html 1.7 kB
9. AI Solution/1. Welcome to the Intuition Section.html 1.4 kB
7. PART 2 - MINIMIZING COSTS/1. Welcome to Part 2 - Minimizing Costs.html 1.2 kB
11. Homework/1. Homework Instruction.html 1.2 kB
18. CLAIM YOUR BONUS HERE!/2. YOUR SPECIAL BONUS.html 1.1 kB
10. Implementation/30. Installing Keras.html 1.0 kB
12. PART 3 - MAXIMIZING REVENUES/1. Welcome to Part 3 - Maximizing Revenues.html 873 Bytes
6. Homework/1. Homework Instruction.html 828 Bytes
2. PART 1 - OPTIMIZING BUSINESS PROCESSES/1. Welcome to Part 1 - Optimizing Business Process.html 779 Bytes
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16. Homework/1. Homework Instruction.html 641 Bytes
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