| Udemy - Contextual Multi-Armed Bandit Problems in Python/5. Contextual Bandit Problems/4. LinUCB Implementation Part 1.mp4 |
131.1 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/1. Introduction/2. Casino and Statistics.mp4 |
23.6 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/1. Introduction/3. Story A Gambler in Casino.mp4 |
18.9 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/1. Introduction/4. Multi-armed Bandit Problems and Their Applications.mp4 |
45.8 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/1. Introduction/5. Multi-armed Bandit Problems for Startup Founders.mp4 |
23.6 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/1. Introduction/6. Similarities and Differences between Bandit Problems and Reinforcement Learning.mp4 |
29.6 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/1. Introduction/7. Slides.html |
79 B |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/1. Introduction/7.1 01-Course Overview.pptx |
391 KB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/1. Introduction/7.2 02-Introduction.pptx |
3.3 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/1. Introduction/8. Resources.html |
165 B |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/1. Introduction/8.1 A Contextual Bandit Bake-off.pdf |
1.2 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/1. Introduction/8.2 A Contextual Bandit for news.pdf |
299 KB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/1. Introduction/8.3 A Tutorial on Thompson Sampling.pdf |
3.1 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/1. Introduction/8.4 BanditAlgorithms.pdf |
5.1 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/1. Introduction/8.5 ReinforcementLearning_An_Intro.pdf |
41.6 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/1. Introduction/9. The most important difference between RL and MAB.html |
147 B |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/2. Introduction to Python/1. Introduction to Google Colab.mp4 |
27.9 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/2. Introduction to Python/2. Introduction to Python Part 1.mp4 |
29.4 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/2. Introduction to Python/3. Introduction to Python Part 2.mp4 |
24.5 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/2. Introduction to Python/4. Introduction to Python Part 3.mp4 |
75.2 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/2. Introduction to Python/5. Code for Introduction to Python.html |
74 B |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/2. Introduction to Python/5.1 MAB_Udemy_Course_introduction_python.ipynb |
8 KB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/3. Fundamental Algorithms in Multi-Armed Bandits Problems/1. Environment Design Logic.mp4 |
46 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/3. Fundamental Algorithms in Multi-Armed Bandits Problems/2. Deterministic Environment.mp4 |
118.9 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/3. Fundamental Algorithms in Multi-Armed Bandits Problems/3. Proof for Incremental Averaging.mp4 |
34.5 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/3. Fundamental Algorithms in Multi-Armed Bandits Problems/4. Random Agent Class Implementation.mp4 |
50.6 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/3. Fundamental Algorithms in Multi-Armed Bandits Problems/5. Incremental Average Implementation.mp4 |
55.7 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/3. Fundamental Algorithms in Multi-Armed Bandits Problems/6. Results for Random Agent.mp4 |
60.7 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/3. Fundamental Algorithms in Multi-Armed Bandits Problems/7. Plotting Function Part1.mp4 |
67.6 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/3. Fundamental Algorithms in Multi-Armed Bandits Problems/8. Plotting Function Part2.mp4 |
71 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/3. Fundamental Algorithms in Multi-Armed Bandits Problems/9. Plot Results for Random Agent.mp4 |
41.1 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/3. Fundamental Algorithms in Multi-Armed Bandits Problems/10. Greedy Agent.mp4 |
55.7 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/3. Fundamental Algorithms in Multi-Armed Bandits Problems/11. Epsilon Greedy Agent.mp4 |
76.4 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/3. Fundamental Algorithms in Multi-Armed Bandits Problems/12. Epsilon Greedy Parameter Tuning Part1.mp4 |
50.8 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/3. Fundamental Algorithms in Multi-Armed Bandits Problems/13. Epsilon Greedy Parameter Tuning Part2.mp4 |
46.9 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/3. Fundamental Algorithms in Multi-Armed Bandits Problems/14. Difference Between Stochasticity, Uncertainty, and Non-Stationary.mp4 |
17.6 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/3. Fundamental Algorithms in Multi-Armed Bandits Problems/15. Create a Stochastic Environment.mp4 |
68.1 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/3. Fundamental Algorithms in Multi-Armed Bandits Problems/16. Create an Instance of Stochastic Environment.mp4 |
30.1 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/3. Fundamental Algorithms in Multi-Armed Bandits Problems/17. Agents Performance with Stochastic Environment.mp4 |
32.1 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/3. Fundamental Algorithms in Multi-Armed Bandits Problems/18. Softmax Agent Implementation.mp4 |
54 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/3. Fundamental Algorithms in Multi-Armed Bandits Problems/19. Softmax Agent Results.mp4 |
20.4 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/3. Fundamental Algorithms in Multi-Armed Bandits Problems/20. Upper Confidence Bound (UCB) Algorithm Theory.mp4 |
20.8 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/3. Fundamental Algorithms in Multi-Armed Bandits Problems/21. UCB Algorithm Implementation.mp4 |
45.2 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/3. Fundamental Algorithms in Multi-Armed Bandits Problems/22. UCB Algorithm Results.mp4 |
36 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/3. Fundamental Algorithms in Multi-Armed Bandits Problems/23. Comparisons of All Agent Performance and a Life Lesson.mp4 |
50.1 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/3. Fundamental Algorithms in Multi-Armed Bandits Problems/24. Regret Concept and Implementation.mp4 |
73.1 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/3. Fundamental Algorithms in Multi-Armed Bandits Problems/25. Regret Function Visualization.mp4 |
36.1 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/3. Fundamental Algorithms in Multi-Armed Bandits Problems/26. Epsilon Greedy with Regret Concept.mp4 |
38.8 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/3. Fundamental Algorithms in Multi-Armed Bandits Problems/27. Regret Curves Results for Deterministic Environment.mp4 |
22.3 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/3. Fundamental Algorithms in Multi-Armed Bandits Problems/28. Regret Curves Results for Stochastic Environment.mp4 |
21.5 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/3. Fundamental Algorithms in Multi-Armed Bandits Problems/29. Code for Basic Agents.html |
38 B |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/3. Fundamental Algorithms in Multi-Armed Bandits Problems/29.1 MAB_Udemy_Basic_Agents.ipynb |
1.1 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/3. Fundamental Algorithms in Multi-Armed Bandits Problems/30. Regret Concept.html |
147 B |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/4. Thompson Sampling for Multi-Armed Bandits/1. Why and How We can Use Thompson Sampling.mp4 |
45.8 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/4. Thompson Sampling for Multi-Armed Bandits/2. Design of Thompson Sampling Class Part 1.mp4 |
51.7 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/4. Thompson Sampling for Multi-Armed Bandits/3. Design of Thompson Sampling Class Part 2.mp4 |
76.1 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/4. Thompson Sampling for Multi-Armed Bandits/4. Results for Thompson Sampling with Binary Reward.mp4 |
33.2 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/4. Thompson Sampling for Multi-Armed Bandits/5. Thompson Sampling For Binary Reward with Stochastic Environment.mp4 |
23.8 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/4. Thompson Sampling for Multi-Armed Bandits/6. Theory for Gaussian Thompson Sampling.mp4 |
35.1 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/4. Thompson Sampling for Multi-Armed Bandits/7. Environment for Gaussian Thompson Sampling.mp4 |
19.7 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/4. Thompson Sampling for Multi-Armed Bandits/8. Select Arm Module for Gaussian Thompson Sampling Class.mp4 |
26.5 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/4. Thompson Sampling for Multi-Armed Bandits/9. Parameter Update Module for Gaussian Thompson Sampling Agent.mp4 |
29.4 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/4. Thompson Sampling for Multi-Armed Bandits/10. Visualization Function for Gaussian Thompson Sampling.mp4 |
44.2 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/4. Thompson Sampling for Multi-Armed Bandits/11. Results for Gaussian Thompson Sampling.mp4 |
40.5 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/4. Thompson Sampling for Multi-Armed Bandits/12. Code for Thompson Sampling.html |
101 B |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/4. Thompson Sampling for Multi-Armed Bandits/12.1 MAB_Thompson_Sampling.ipynb |
165 KB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/4. Thompson Sampling for Multi-Armed Bandits/13. Questions.html |
147 B |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/5. Contextual Bandit Problems/1. Contextual Bandit Problems vs Supervised Learning.mp4 |
33.8 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/5. Contextual Bandit Problems/2. LinUCB Math Notations.mp4 |
49.9 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/5. Contextual Bandit Problems/2.1 LinUCB_Notations.pdf |
587 KB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/5. Contextual Bandit Problems/3. LinUCB Algorithm Theory.mp4 |
59.3 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/1. Introduction/1. Course Overview.mp4 |
53.7 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/5. Contextual Bandit Problems/5. LinUCB Implementation Part 2.mp4 |
46.4 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/5. Contextual Bandit Problems/6. LinUCB Implementation Part 3.mp4 |
42.6 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/5. Contextual Bandit Problems/7. Test LinUCB Algorithm.mp4 |
68.8 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/5. Contextual Bandit Problems/8. Epsilon Greedy Algorithm Implementation.mp4 |
29.4 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/5. Contextual Bandit Problems/9. Simulation Functions.mp4 |
57.4 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/5. Contextual Bandit Problems/10. Comparison of Epsilon Greedy and LinUCB with Toy Data.mp4 |
39.1 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/5. Contextual Bandit Problems/11. Real-world Case Dataset Explanation.mp4 |
56.2 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/5. Contextual Bandit Problems/12. Split Data into Train and Test.mp4 |
32.4 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/5. Contextual Bandit Problems/13. Test Agents with Accuracy Metric.mp4 |
60.2 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/5. Contextual Bandit Problems/14. Evaluate Agent Performances based on Accumulated Rewards.mp4 |
66.2 MB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/5. Contextual Bandit Problems/15. Datasets and Data Preparation Code.html |
150 B |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/5. Contextual Bandit Problems/15.1 balanced_data_short.csv |
208 KB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/5. Contextual Bandit Problems/15.2 balanced_data.csv |
172 KB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/5. Contextual Bandit Problems/15.3 data_cleaning.ipynb |
253 KB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/5. Contextual Bandit Problems/16. Code for Contextual Bandit Problems.html |
67 B |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/5. Contextual Bandit Problems/16.1 MAB_Contextual_BP.ipynb |
136 KB |
| Udemy - Contextual Multi-Armed Bandit Problems in Python/5. Contextual Bandit Problems/17. Concept of LinUCB algorithm.html |
147 B |
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