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
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