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[Tutorialsplanet.NET] Udemy - Advanced AI Deep Reinforcement Learning In Python
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Udemy - Advanced AI: Deep Reinforcement Learning in Python
This course is all about the application of deep learning and neural networks to reinforcement learning.
If you’ve taken my first reinforcement learning class, then you know that reinforcement learning is on the bleeding edge of what we can do with AI.
Specifically, the combination of deep learning with reinforcement learning has led to AlphaGo beating a world champion in the strategy game Go, it has led to self-driving cars, and it has led to machines that can play video games at a superhuman level.
Reinforcement learning has been around since the 70s but none of this has been possible until now. For more Udemy Courses: https://tutorialsplanet.net
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FILE LIST
Filename
Size
1. Introduction and Logistics/1. Introduction and Outline.mp4
50.5 MB
1. Introduction and Logistics/1. Introduction and Outline.srt
11.3 KB
1. Introduction and Logistics/2. Where to get the Code.mp4
51.6 MB
1. Introduction and Logistics/2. Where to get the Code.srt
13.2 KB
1. Introduction and Logistics/2.1 Github Link.html
120 B
1. Introduction and Logistics/3. How to Succeed in this Course.mp4
43.8 MB
1. Introduction and Logistics/3. How to Succeed in this Course.srt
8.3 KB
1. Introduction and Logistics/4. Tensorflow or Theano - Your Choice!.mp4
18.9 MB
1. Introduction and Logistics/4. Tensorflow or Theano - Your Choice!.srt
5.4 KB
10. Extra Help With Python Coding for Beginners (FAQ by Student Request)/1. How to Code by Yourself (part 1).mp4
24.5 MB
10. Extra Help With Python Coding for Beginners (FAQ by Student Request)/1. How to Code by Yourself (part 1).srt
22.8 KB
10. Extra Help With Python Coding for Beginners (FAQ by Student Request)/2. How to Code by Yourself (part 2).mp4
14.8 MB
10. Extra Help With Python Coding for Beginners (FAQ by Student Request)/2. How to Code by Yourself (part 2).srt
13.3 KB
10. 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
78.3 MB
10. Extra Help With Python Coding for Beginners (FAQ by Student Request)/3. Proof that using Jupyter Notebook is the same as not using it.srt
14.1 KB
10. Extra Help With Python Coding for Beginners (FAQ by Student Request)/4. Python 2 vs Python 3.mp4
7.8 MB
10. Extra Help With Python Coding for Beginners (FAQ by Student Request)/4. Python 2 vs Python 3.srt
6.1 KB
10. Extra Help With Python Coding for Beginners (FAQ by Student Request)/5. Is Theano Dead.mp4
17.8 MB
10. Extra Help With Python Coding for Beginners (FAQ by Student Request)/5. Is Theano Dead.srt
12.9 KB
11. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/1. How to Succeed in this Course (Long Version).mp4
18.3 MB
11. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/1. How to Succeed in this Course (Long Version).srt
14.5 KB
11. 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
0 B
11. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.srt
0 B
11. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/3. Machine Learning and AI Prerequisite Roadmap (pt 1).mp4
29.3 MB
11. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/3. Machine Learning and AI Prerequisite Roadmap (pt 1).srt
16 KB
11. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/4. Machine Learning and AI Prerequisite Roadmap (pt 2).mp4
37.6 MB
11. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/4. Machine Learning and AI Prerequisite Roadmap (pt 2).srt
23 KB
12. Appendix FAQ Finale/1. What is the Appendix.mp4
5.5 MB
12. Appendix FAQ Finale/1. What is the Appendix.srt
3.7 KB
12. Appendix FAQ Finale/2. BONUS.mp4
37.9 MB
12. Appendix FAQ Finale/2. BONUS.srt
7.9 KB
2. The Basics of Reinforcement Learning/1. Reinforcement Learning Section Introduction.mp4
41 MB
2. The Basics of Reinforcement Learning/1. Reinforcement Learning Section Introduction.srt
8.8 KB
2. The Basics of Reinforcement Learning/10. Epsilon-Greedy.mp4
40.2 MB
2. The Basics of Reinforcement Learning/10. Epsilon-Greedy.srt
7.5 KB
2. The Basics of Reinforcement Learning/11. Q-Learning.mp4
67.1 MB
2. The Basics of Reinforcement Learning/11. Q-Learning.srt
19 KB
2. The Basics of Reinforcement Learning/12. How to Learn Reinforcement Learning.mp4
40.6 MB
2. The Basics of Reinforcement Learning/12. How to Learn Reinforcement Learning.srt
7.8 KB
2. The Basics of Reinforcement Learning/13. Suggestion Box.mp4
16.1 MB
2. The Basics of Reinforcement Learning/13. Suggestion Box.srt
4.7 KB
2. The Basics of Reinforcement Learning/2. Elements of a Reinforcement Learning Problem.mp4
105.2 MB
2. The Basics of Reinforcement Learning/2. Elements of a Reinforcement Learning Problem.srt
27.1 KB
2. The Basics of Reinforcement Learning/3. States, Actions, Rewards, Policies.mp4
44.5 MB
2. The Basics of Reinforcement Learning/3. States, Actions, Rewards, Policies.srt
11.7 KB
2. The Basics of Reinforcement Learning/4. Markov Decision Processes (MDPs).mp4
50.9 MB
2. The Basics of Reinforcement Learning/4. Markov Decision Processes (MDPs).srt
13.3 KB
2. The Basics of Reinforcement Learning/5. The Return.mp4
23.8 MB
2. The Basics of Reinforcement Learning/5. The Return.srt
6.7 KB
2. The Basics of Reinforcement Learning/6. Value Functions and the Bellman Equation.mp4
48.1 MB
2. The Basics of Reinforcement Learning/6. Value Functions and the Bellman Equation.srt
12.8 KB
2. The Basics of Reinforcement Learning/7. What does it mean to “learn”.mp4
31.8 MB
2. The Basics of Reinforcement Learning/7. What does it mean to “learn”.srt
8.9 KB
2. The Basics of Reinforcement Learning/8. Solving the Bellman Equation with Reinforcement Learning (pt 1).mp4
42.9 MB
2. The Basics of Reinforcement Learning/8. Solving the Bellman Equation with Reinforcement Learning (pt 1).srt
12.4 KB
2. The Basics of Reinforcement Learning/9. Solving the Bellman Equation with Reinforcement Learning (pt 2).mp4
57.3 MB
2. The Basics of Reinforcement Learning/9. Solving the Bellman Equation with Reinforcement Learning (pt 2).srt
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