FILENAME | SIZE |  | 1. Welcome/1. Introduction.mp4 | 34.2 MB |
 | 1. Welcome/1. Introduction.srt | 4.2 KB |
 | 1. Welcome/2. Where to get the Code.mp4 | 4.4 MB |
 | 1. Welcome/2. Where to get the Code.srt | 5.4 KB |
 | 1. Welcome/3. Strategy for Passing the Course.mp4 | 9.5 MB |
 | 1. Welcome/3. Strategy for Passing the Course.srt | 11.8 KB |
 | 1. Welcome/4. Course Outline.mp4 | 31 MB |
 | 1. Welcome/4. Course Outline.srt | 6.8 KB |
 | 10. Stock Trading Project with Reinforcement Learning/1. Stock Trading Project Section Introduction.mp4 | 26.8 MB |
 | 10. Stock Trading Project with Reinforcement Learning/1. Stock Trading Project Section Introduction.srt | 6.8 KB |
 | 10. Stock Trading Project with Reinforcement Learning/2. Data and Environment.mp4 | 52 MB |
 | 10. Stock Trading Project with Reinforcement Learning/2. Data and Environment.srt | 15.7 KB |
 | 10. Stock Trading Project with Reinforcement Learning/3. How to Model Q for Q-Learning.mp4 | 44.9 MB |
 | 10. Stock Trading Project with Reinforcement Learning/3. How to Model Q for Q-Learning.srt | 12 KB |
 | 10. Stock Trading Project with Reinforcement Learning/4. Design of the Program.mp4 | 23.3 MB |
 | 10. Stock Trading Project with Reinforcement Learning/4. Design of the Program.srt | 8.5 KB |
 | 10. Stock Trading Project with Reinforcement Learning/5. Code pt 1.mp4 | 49.7 MB |
 | 10. Stock Trading Project with Reinforcement Learning/5. Code pt 1.srt | 9.6 KB |
 | 10. Stock Trading Project with Reinforcement Learning/6. Code pt 2.mp4 | 65.3 MB |
 | 10. Stock Trading Project with Reinforcement Learning/6. Code pt 2.srt | 11.8 KB |
 | 10. Stock Trading Project with Reinforcement Learning/7. Code pt 3.mp4 | 33.7 MB |
 | 10. Stock Trading Project with Reinforcement Learning/7. Code pt 3.srt | 5.4 KB |
 | 10. Stock Trading Project with Reinforcement Learning/8. Code pt 4.mp4 | 49.1 MB |
 | 10. Stock Trading Project with Reinforcement Learning/8. Code pt 4.srt | 8 KB |
 | 10. Stock Trading Project with Reinforcement Learning/9. Stock Trading Project Discussion.mp4 | 15.8 MB |
 | 10. Stock Trading Project with Reinforcement Learning/9. Stock Trading Project Discussion.srt | 4.3 KB |
 | 11. Appendix FAQ/1. What is the Appendix.mp4 | 5.5 MB |
 | 11. Appendix FAQ/1. What is the Appendix.srt | 3.7 KB |
 | 11. Appendix FAQ/10. What order should I take your courses in (part 1).mp4 | 29.3 MB |
 | 11. Appendix FAQ/10. What order should I take your courses in (part 1).srt | 16 KB |
 | 11. Appendix FAQ/11. What order should I take your courses in (part 2).mp4 | 37.6 MB |
 | 11. Appendix FAQ/11. What order should I take your courses in (part 2).srt | 23 KB |
 | 11. Appendix FAQ/12. BONUS Where to get discount coupons and FREE deep learning material.mp4 | 37.8 MB |
 | 11. Appendix FAQ/12. BONUS Where to get discount coupons and FREE deep learning material.srt | 7.9 KB |
 | 11. Appendix FAQ/2. Windows-Focused Environment Setup 2018.mp4 | 186.4 MB |
 | 11. Appendix FAQ/2. Windows-Focused Environment Setup 2018.srt | 20.1 KB |
 | 11. Appendix FAQ/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 | 43.9 MB |
 | 11. Appendix FAQ/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.srt | 18.3 KB |
 | 11. Appendix FAQ/4. How to Code by Yourself (part 1).mp4 | 24.5 MB |
 | 11. Appendix FAQ/4. How to Code by Yourself (part 1).srt | 30.2 KB |
 | 11. Appendix FAQ/5. How to Code by Yourself (part 2).mp4 | 14.8 MB |
 | 11. Appendix FAQ/5. How to Code by Yourself (part 2).srt | 18.4 KB |
 | 11. Appendix FAQ/6. How to Succeed in this Course (Long Version).mp4 | 18.3 MB |
 | 11. Appendix FAQ/6. How to Succeed in this Course (Long Version).srt | 14.5 KB |
 | 11. Appendix FAQ/7. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 | 39 MB |
 | 11. Appendix FAQ/7. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.srt | 31.8 KB |
 | 11. Appendix FAQ/8. Proof that using Jupyter Notebook is the same as not using it.mp4 | 78.3 MB |
 | 11. Appendix FAQ/8. Proof that using Jupyter Notebook is the same as not using it.srt | 14.1 KB |
 | 11. Appendix FAQ/9. Python 2 vs Python 3.mp4 | 7.8 MB |
 | 11. Appendix FAQ/9. Python 2 vs Python 3.srt | 6.1 KB |
 | 2. Return of the Multi-Armed Bandit/1. Problem Setup and The Explore-Exploit Dilemma.mp4 | 6.5 MB |
 | 2. Return of the Multi-Armed Bandit/1. Problem Setup and The Explore-Exploit Dilemma.srt | 7.8 KB |
 | 2. Return of the Multi-Armed Bandit/10. Thompson Sampling vs. Epsilon-Greedy vs. Optimistic Initial Values vs. UCB1.mp4 | 10.6 MB |
 | 2. Return of the Multi-Armed Bandit/10. Thompson Sampling vs. Epsilon-Greedy vs. Optimistic Initial Values vs. UCB1.srt | 6.1 KB |
 | 2. Return of the Multi-Armed Bandit/11. Nonstationary Bandits.mp4 | 7.5 MB |
 | 2. Return of the Multi-Armed Bandit/11. Nonstationary Bandits.srt | 7.8 KB |
 | 2. Return of the Multi-Armed Bandit/12. Bandit Summary, Real Data, and Online Learning.mp4 | 33.9 MB |
 | 2. Return of the Multi-Armed Bandit/12. Bandit Summary, Real Data, and Online Learning.srt | 9.1 KB |
 | 2. Return of the Multi-Armed Bandit/2. Applications of the Explore-Exploit Dilemma.mp4 | 51.2 MB |
 | 2. Return of the Multi-Armed Bandit/2. Applications of the Explore-Exploit Dilemma.srt | 10.9 KB |
 | 2. Return of the Multi-Armed Bandit/3. Epsilon-Greedy.mp4 | 2.8 MB |
 | 2. Return of the Multi-Armed Bandit/3. Epsilon-Greedy.srt | 3.2 KB |
 | 2. Return of the Multi-Armed Bandit/4. Updating a Sample Mean.mp4 | 2.2 MB |
 | 2. Return of the Multi-Armed Bandit/4. Updating a Sample Mean.srt | 2.2 KB |
 | 2. Return of the Multi-Armed Bandit/5. Designing Your Bandit Program.mp4 | 24.5 MB |
 | 2. Return of the Multi-Armed Bandit/5. Designing Your Bandit Program.srt | 5.6 KB |
 | 2. Return of the Multi-Armed Bandit/6. Comparing Different Epsilons.mp4 | 8 MB |
 | 2. Return of the Multi-Armed Bandit/6. Comparing Different Epsilons.srt | 5.3 KB |
 | 2. Return of the Multi-Armed Bandit/7. Optimistic Initial Values.mp4 | 15.8 MB |
 | 2. Return of the Multi-Armed Bandit/7. Optimistic Initial Values.srt | 3.1 KB |
 | 2. Return of the Multi-Armed Bandit/8. UCB1.mp4 | 8.2 MB |
 | 2. Return of the Multi-Armed Bandit/8. UCB1.srt | 8.1 KB |
 | 2. Return of the Multi-Armed Bandit/9. Bayesian Thompson Sampling.mp4 | 51.8 MB |
 | 2. Return of the Multi-Armed Bandit/9. Bayesian Thompson Sampling.srt | 11.8 KB |
 | 3. High Level Overview of Reinforcement Learning/1. What is Reinforcement Learning.mp4 | 54.6 MB |
 | 3. High Level Overview of Reinforcement Learning/1. What is Reinforcement Learning.srt | 10.9 KB |
 | 3. High Level Overview of Reinforcement Learning/2. On Unusual or Unexpected Strategies of RL.mp4 | 37.1 MB |
 | 3. High Level Overview of Reinforcement Learning/2. On Unusual or Unexpected Strategies of RL.srt | 7.9 KB |
 | 3. High Level Overview of Reinforcement Learning/3. Defining Some Terms.mp4 | 42.3 MB |
 | 3. High Level Overview of Reinforcement Learning/3. Defining Some Terms.srt | 9.1 KB |
 | 4. Build an Intelligent Tic-Tac-Toe Agent/1. Naive Solution to Tic-Tac-Toe.mp4 | 6.1 MB |
 | 4. Build an Intelligent Tic-Tac-Toe Agent/1. Naive Solution to Tic-Tac-Toe.srt | 7.2 KB |
 | 4. Build an Intelligent Tic-Tac-Toe Agent/10. Tic Tac Toe Code Main Loop and Demo.mp4 | 9.4 MB |
 | 4. Build an Intelligent Tic-Tac-Toe Agent/10. Tic Tac Toe Code Main Loop and Demo.srt | 9.2 KB |
 | 4. Build an Intelligent Tic-Tac-Toe Agent/11. Tic Tac Toe Summary.mp4 | 8.3 MB |
 | 4. Build an Intelligent Tic-Tac-Toe Agent/11. Tic Tac Toe Summary.srt | 10.2 KB |
 | 4. Build an Intelligent Tic-Tac-Toe Agent/12. Tic Tac Toe Exercise.mp4 | 19.8 MB |
 | 4. Build an Intelligent Tic-Tac-Toe Agent/12. Tic Tac Toe Exercise.srt | 4.6 KB |
 | 4. Build an Intelligent Tic-Tac-Toe Agent/2. Components of a Reinforcement Learning System.mp4 | 12.7 MB |
 | 4. Build an Intelligent Tic-Tac-Toe Agent/2. Components of a Reinforcement Learning System.srt | 14.8 KB |
 | 4. Build an Intelligent Tic-Tac-Toe Agent/3. Notes on Assigning Rewards.mp4 | 4.2 MB |
 | 4. Build an Intelligent Tic-Tac-Toe Agent/3. Notes on Assigning Rewards.srt | 4.9 KB |
 | 4. Build an Intelligent Tic-Tac-Toe Agent/4. The Value Function and Your First Reinforcement Learning Algorithm.mp4 | 103.7 MB |
 | 4. Build an Intelligent Tic-Tac-Toe Agent/4. The Value Function and Your First Reinforcement Learning Algorithm.srt | 22.8 KB |
 | 4. Build an Intelligent Tic-Tac-Toe Agent/5. Tic Tac Toe Code Outline.mp4 | 5 MB |
 | 4. Build an Intelligent Tic-Tac-Toe Agent/5. Tic Tac Toe Code Outline.srt | 6.4 KB |
 | 4. Build an Intelligent Tic-Tac-Toe Agent/6. Tic Tac Toe Code Representing States.mp4 | 4.4 MB |
 | 4. Build an Intelligent Tic-Tac-Toe Agent/6. Tic Tac Toe Code Representing States.srt | 4.9 KB |
 | 4. Build an Intelligent Tic-Tac-Toe Agent/7. Tic Tac Toe Code Enumerating States Recursively.mp4 | 9.8 MB |