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Create Time:1970-01-01 08:00:00
File Size:2.58 GB
File Count:219
File Hash:c28b5fa6fa9e5e7b708ab35fc8459c92b8802cd1
1. Welcome to the course!/1. Why AI.mp4 | 12.58 MB |
1. Welcome to the course!/1. Why AI.vtt | 7.03 KB |
1. Welcome to the course!/2. Course Structure.html | 1.59 KB |
1. Welcome to the course!/3. BONUS Learning Paths.html | 2.37 KB |
1. Welcome to the course!/4. Installing Anaconda.mp4 | 22.88 MB |
1. Welcome to the course!/4. Installing Anaconda.vtt | 4.19 KB |
1. Welcome to the course!/5. BONUS Meet Your Instructors.html | 1.63 KB |
1. Welcome to the course!/6. Updates on Udemy Reviews.mp4 | 51.36 MB |
1. Welcome to the course!/6. Updates on Udemy Reviews.vtt | 3.18 KB |
1. Welcome to the course!/7. This PDF resource will help you a lot!.html | 755 B |
1. Welcome to the course!/7.1 Artificial_Intelligence_A_Z___Learn_How_To_Build_An_AI (2).pdf.pdf | 1.39 MB |
1. Welcome to the course!/8. FAQBot!.html | 1.76 KB |
10. Deep Convolutional Q-Learning Intuition/1. Plan of Attack.mp4 | 5.53 MB |
10. Deep Convolutional Q-Learning Intuition/1. Plan of Attack.vtt | 4.30 KB |
10. Deep Convolutional Q-Learning Intuition/2. Deep Convolutional Q-Learning Intuition.mp4 | 15.60 MB |
10. Deep Convolutional Q-Learning Intuition/2. Deep Convolutional Q-Learning Intuition.vtt | 9.29 KB |
10. Deep Convolutional Q-Learning Intuition/3. Eligibility Trace.mp4 | 16.03 MB |
10. Deep Convolutional Q-Learning Intuition/3. Eligibility Trace.vtt | 11.23 KB |
11. Deep Convolutional Q-Learning Implementation/1. Plan of Attack.html | 1.82 KB |
11. Deep Convolutional Q-Learning Implementation/10. Doom - Step 8.mp4 | 14.11 MB |
11. Deep Convolutional Q-Learning Implementation/10. Doom - Step 8.vtt | 8.71 KB |
11. Deep Convolutional Q-Learning Implementation/11. Doom - Step 9.mp4 | 8.33 MB |
11. Deep Convolutional Q-Learning Implementation/11. Doom - Step 9.vtt | 4.74 KB |
11. Deep Convolutional Q-Learning Implementation/12. Doom - Step 10.mp4 | 19.26 MB |
11. Deep Convolutional Q-Learning Implementation/12. Doom - Step 10.vtt | 10.03 KB |
11. Deep Convolutional Q-Learning Implementation/13. Doom - Step 11.mp4 | 19.86 MB |
11. Deep Convolutional Q-Learning Implementation/13. Doom - Step 11.vtt | 8.33 KB |
11. Deep Convolutional Q-Learning Implementation/14. Doom - Step 12.mp4 | 9.86 MB |
11. Deep Convolutional Q-Learning Implementation/14. Doom - Step 12.vtt | 5.42 KB |
11. Deep Convolutional Q-Learning Implementation/15. Doom - Step 13.mp4 | 14.07 MB |
11. Deep Convolutional Q-Learning Implementation/15. Doom - Step 13.vtt | 8.48 KB |
11. Deep Convolutional Q-Learning Implementation/16. Doom - Step 14.mp4 | 37.60 MB |
11. Deep Convolutional Q-Learning Implementation/16. Doom - Step 14.vtt | 19.02 KB |
11. Deep Convolutional Q-Learning Implementation/17. Doom - Step 15.mp4 | 19.19 MB |
11. Deep Convolutional Q-Learning Implementation/17. Doom - Step 15.vtt | 10.10 KB |
11. Deep Convolutional Q-Learning Implementation/18. Doom - Step 16.mp4 | 23.58 MB |
11. Deep Convolutional Q-Learning Implementation/18. Doom - Step 16.vtt | 12.46 KB |
11. Deep Convolutional Q-Learning Implementation/19. Doom - Step 17.mp4 | 45.57 MB |
11. Deep Convolutional Q-Learning Implementation/19. Doom - Step 17.vtt | 23.22 KB |
11. Deep Convolutional Q-Learning Implementation/2. Where to get the Materials.html | 440 B |
11. Deep Convolutional Q-Learning Implementation/3. Doom - Step 1.mp4 | 29.52 MB |
11. Deep Convolutional Q-Learning Implementation/3. Doom - Step 1.vtt | 7.49 KB |
11. Deep Convolutional Q-Learning Implementation/4. Doom - Step 2.mp4 | 18.39 MB |
11. Deep Convolutional Q-Learning Implementation/4. Doom - Step 2.vtt | 18.39 MB |
11. Deep Convolutional Q-Learning Implementation/5. Doom - Step 3.mp4 | 18.83 MB |
11. Deep Convolutional Q-Learning Implementation/5. Doom - Step 3.vtt | 19.47 MB |
11. Deep Convolutional Q-Learning Implementation/6. Doom - Step 4.mp4 | 21.42 MB |
11. Deep Convolutional Q-Learning Implementation/6. Doom - Step 4.vtt | 13.48 KB |
11. Deep Convolutional Q-Learning Implementation/7. Doom - Step 5.mp4 | 30.03 MB |
11. Deep Convolutional Q-Learning Implementation/7. Doom - Step 5.vtt | 17.74 KB |
11. Deep Convolutional Q-Learning Implementation/8. Doom - Step 6.mp4 | 14.62 MB |
11. Deep Convolutional Q-Learning Implementation/8. Doom - Step 6.vtt | 8.24 KB |
11. Deep Convolutional Q-Learning Implementation/9. Doom - Step 7.mp4 | 10.02 MB |
11. Deep Convolutional Q-Learning Implementation/9. Doom - Step 7.vtt | 5.81 KB |
12. Deep Convolutional Q-Learning Visualization/1. Watching our AI play Doom.mp4 | 154.95 MB |
12. Deep Convolutional Q-Learning Visualization/1. Watching our AI play Doom.vtt | 25.89 KB |
13. ---------- Part 3 - A3C ----------/1. Welcome to Part 3 - A3C.html | 497 B |
14. A3C Intuition/1. Plan of Attack.mp4 | 5.81 MB |
14. A3C Intuition/1. Plan of Attack.vtt | 4.72 KB |
14. A3C Intuition/2. The three A's in A3C.mp4 | 38.75 MB |
14. A3C Intuition/2. The three A's in A3C.vtt | 5.87 KB |
14. A3C Intuition/3. Actor-Critic.mp4 | 13.70 MB |
14. A3C Intuition/3. Actor-Critic.vtt | 8.96 KB |
14. A3C Intuition/4. Asynchronous.mp4 | 23.87 MB |
14. A3C Intuition/4. Asynchronous.vtt | 15.92 KB |
14. A3C Intuition/5. Advantage.mp4 | 31.93 MB |
14. A3C Intuition/5. Advantage.vtt | 19.83 KB |
14. A3C Intuition/6. LSTM Layer.mp4 | 31.01 MB |
14. A3C Intuition/6. LSTM Layer.vtt | 21.11 KB |
15. A3C Implementation/1. Plan of Attack.html | 1.86 KB |
15. A3C Implementation/10. Breakout - Step 8.mp4 | 22.84 MB |
15. A3C Implementation/10. Breakout - Step 8.vtt | 13.90 KB |
15. A3C Implementation/11. Breakout - Step 9.mp4 | 24.39 MB |
15. A3C Implementation/11. Breakout - Step 9.vtt | 13.16 KB |
15. A3C Implementation/12. Breakout - Step 10.mp4 | 18.25 MB |
15. A3C Implementation/12. Breakout - Step 10.vtt | 9.19 KB |
15. A3C Implementation/13. Breakout - Step 11.mp4 | 11.18 MB |
15. A3C Implementation/13. Breakout - Step 11.vtt | 5.94 KB |
15. A3C Implementation/14. Breakout - Step 12.mp4 | 34.43 MB |
15. A3C Implementation/14. Breakout - Step 12.vtt | 17.31 KB |
15. A3C Implementation/15. Breakout - Step 13.mp4 | 19.34 MB |
15. A3C Implementation/15. Breakout - Step 13.vtt | 10.27 KB |
15. A3C Implementation/16. Breakout - Step 14.mp4 | 11.77 MB |
15. A3C Implementation/16. Breakout - Step 14.vtt | 6.62 KB |
15. A3C Implementation/2. Where to get the Materials.html | 416 B |
15. A3C Implementation/3. Breakout - Step 1.mp4 | 24.98 MB |
15. A3C Implementation/3. Breakout - Step 1.vtt | 13.46 KB |
15. A3C Implementation/4. Breakout - Step 2.mp4 | 14.60 MB |
15. A3C Implementation/4. Breakout - Step 2.vtt | 10.18 KB |
15. A3C Implementation/5. Breakout - Step 3.mp4 | 24.16 MB |
15. A3C Implementation/5. Breakout - Step 3.vtt | 13.66 KB |
15. A3C Implementation/6. Breakout - Step 4.mp4 | 27.17 MB |
15. A3C Implementation/6. Breakout - Step 4.vtt | 15.43 KB |
15. A3C Implementation/7. Breakout - Step 5.mp4 | 24.69 MB |
15. A3C Implementation/7. Breakout - Step 5.vtt | 12.84 KB |
15. A3C Implementation/8. Breakout - Step 6.mp4 | 27.08 MB |
15. A3C Implementation/8. Breakout - Step 6.vtt | 14.61 KB |
15. A3C Implementation/9. Breakout - Step 7.mp4 | 19.71 MB |
15. A3C Implementation/9. Breakout - Step 7.vtt | 9.75 KB |
16. A3C Visualization/1. Watching our AI play Breakout.mp4 | 90.70 MB |
16. A3C Visualization/1. Watching our AI play Breakout.vtt | 11.29 KB |
16. A3C Visualization/2. THANK YOU bonus video.mp4 | 52.27 MB |
16. A3C Visualization/2. THANK YOU bonus video.vtt | 2.04 KB |
17. Annex 1 Artificial Neural Networks/1. What is Deep Learning.mp4 | 28.36 MB |
17. Annex 1 Artificial Neural Networks/1. What is Deep Learning.vtt | 15.89 KB |
17. Annex 1 Artificial Neural Networks/2. Plan of Attack.mp4 | 4.71 MB |
17. Annex 1 Artificial Neural Networks/2. Plan of Attack.vtt | 3.54 KB |
17. Annex 1 Artificial Neural Networks/3. The Neuron.mp4 | 28.81 MB |
17. Annex 1 Artificial Neural Networks/3. The Neuron.vtt | 21.83 KB |
17. Annex 1 Artificial Neural Networks/4. The Activation Function.mp4 | 14.54 MB |
17. Annex 1 Artificial Neural Networks/4. The Activation Function.vtt | 10.56 KB |
17. Annex 1 Artificial Neural Networks/5. How do Neural Networks work.mp4 | 22.59 MB |
17. Annex 1 Artificial Neural Networks/5. How do Neural Networks work.vtt | 16.84 KB |
17. Annex 1 Artificial Neural Networks/6. How do Neural Networks learn.mp4 | 25.50 MB |
17. Annex 1 Artificial Neural Networks/6. How do Neural Networks learn.vtt | 16.53 KB |
17. Annex 1 Artificial Neural Networks/7. Gradient Descent.mp4 | 18.11 MB |
17. Annex 1 Artificial Neural Networks/7. Gradient Descent.vtt | 12.26 KB |
17. Annex 1 Artificial Neural Networks/8. Stochastic Gradient Descent.mp4 | 16.31 MB |
17. Annex 1 Artificial Neural Networks/8. Stochastic Gradient Descent.vtt | 10.74 KB |
17. Annex 1 Artificial Neural Networks/9. Backpropagation.mp4 | 10.64 MB |
17. Annex 1 Artificial Neural Networks/9. Backpropagation.vtt | 6.32 KB |
18. Annex 2 Convolutional Neural Networks/1. Plan of Attack.mp4 | 5.85 MB |
18. Annex 2 Convolutional Neural Networks/1. Plan of Attack.vtt | 4.63 KB |
18. Annex 2 Convolutional Neural Networks/2. What are convolutional neural networks.mp4 | 28.26 MB |
18. Annex 2 Convolutional Neural Networks/2. What are convolutional neural networks.vtt | 19.34 KB |
18. Annex 2 Convolutional Neural Networks/3. Step 1 - Convolution Operation.mp4 | 29.95 MB |
18. Annex 2 Convolutional Neural Networks/3. Step 1 - Convolution Operation.vtt | 20.41 KB |
18. Annex 2 Convolutional Neural Networks/4. Step 1(b) - ReLU Layer.mp4 | 13.44 MB |
18. Annex 2 Convolutional Neural Networks/4. Step 1(b) - ReLU Layer.vtt | 8.08 KB |
18. Annex 2 Convolutional Neural Networks/5. Step 2 - Pooling.mp4 | 33.50 MB |
18. Annex 2 Convolutional Neural Networks/5. Step 2 - Pooling.vtt | 18.41 KB |
18. Annex 2 Convolutional Neural Networks/6. Step 3 - Flattening.mp4 | 3.17 MB |
18. Annex 2 Convolutional Neural Networks/6. Step 3 - Flattening.vtt | 2.28 KB |
18. Annex 2 Convolutional Neural Networks/7. Step 4 - Full Connection.mp4 | 40.20 MB |
18. Annex 2 Convolutional Neural Networks/7. Step 4 - Full Connection.vtt | 25.08 KB |
18. Annex 2 Convolutional Neural Networks/8. Summary.mp4 | 7.81 MB |
18. Annex 2 Convolutional Neural Networks/8. Summary.vtt | 5.33 KB |
18. Annex 2 Convolutional Neural Networks/9. Softmax & Cross-Entropy.mp4 | 32.60 MB |
18. Annex 2 Convolutional Neural Networks/9. Softmax & Cross-Entropy.vtt | 22.13 KB |
19. Bonus Lectures/1. YOUR SPECIAL BONUS.html | 2.36 KB |
2. ---------- Part 0 - Fundamentals Of Reinforcement Learning ----------/1. Welcome to Part 0 - Fundamentals of Reinforcement Learning.html | 1.20 KB |
3. Q-Learning Intuition/1. Plan of Attack.mp4 | 6.81 MB |
3. Q-Learning Intuition/1. Plan of Attack.vtt | 4.99 KB |
3. Q-Learning Intuition/2. What is reinforcement learning.mp4 | 20.27 MB |
3. Q-Learning Intuition/2. What is reinforcement learning.vtt | 15.99 KB |
3. Q-Learning Intuition/3. The Bellman Equation.mp4 | 35.51 MB |
3. Q-Learning Intuition/3. The Bellman Equation.vtt | 26.23 KB |
3. Q-Learning Intuition/4. The Plan.mp4 | 4.44 MB |
3. Q-Learning Intuition/4. The Plan.vtt | 3.19 KB |
3. Q-Learning Intuition/5. Markov Decision Process.mp4 | 31.53 MB |
3. Q-Learning Intuition/5. Markov Decision Process.vtt | 23.25 KB |
3. Q-Learning Intuition/6. Policy vs Plan.mp4 | 25.88 MB |
3. Q-Learning Intuition/6. Policy vs Plan.vtt | 125.68 MB |
3. Q-Learning Intuition/7. Adding a Living Penalty.mp4 | 20.05 MB |
3. Q-Learning Intuition/7. Adding a Living Penalty.vtt | 12.45 KB |
3. Q-Learning Intuition/8. Q-Learning Intuition.mp4 | 29.77 MB |
3. Q-Learning Intuition/8. Q-Learning Intuition.vtt | 19.13 KB |
3. Q-Learning Intuition/9. Temporal Difference.mp4 | 38.62 MB |
3. Q-Learning Intuition/9. Temporal Difference.vtt | 25.08 KB |
4. Q-Learning Visualization/1. Q-Learning Visualization.mp4 | 49.54 MB |
4. Q-Learning Visualization/1. Q-Learning Visualization.vtt | 18.24 KB |
5. ---------- Part 1 - Deep Q-Learning ----------/1. Welcome to Part 1 - Deep Q-Learning.html | 1.13 KB |
6. Deep Q-Learning Intuition/1. Plan of Attack.mp4 | 3.74 MB |
6. Deep Q-Learning Intuition/1. Plan of Attack.vtt | 3.19 KB |
6. Deep Q-Learning Intuition/2. Deep Q-Learning Intuition - Learning.mp4 | 30.96 MB |
6. Deep Q-Learning Intuition/2. Deep Q-Learning Intuition - Learning.vtt | 19.60 KB |
6. Deep Q-Learning Intuition/3. Deep Q-Learning Intuition - Acting.mp4 | 12.77 MB |
6. Deep Q-Learning Intuition/3. Deep Q-Learning Intuition - Acting.vtt | 8.43 KB |
6. Deep Q-Learning Intuition/4. Experience Replay.mp4 | 32.20 MB |
6. Deep Q-Learning Intuition/4. Experience Replay.vtt | 20.68 KB |
6. Deep Q-Learning Intuition/5. Action Selection Policies.mp4 | 34.90 MB |
6. Deep Q-Learning Intuition/5. Action Selection Policies.vtt | 21.09 KB |
7. Deep Q-Learning Implementation/1. Plan of Attack.html | 1.84 KB |
7. Deep Q-Learning Implementation/10. Self Driving Car - Step 7.mp4 | 11.70 MB |
7. Deep Q-Learning Implementation/10. Self Driving Car - Step 7.vtt | 7.22 KB |
7. Deep Q-Learning Implementation/11. Self Driving Car - Step 8.mp4 | 22.85 MB |
7. Deep Q-Learning Implementation/11. Self Driving Car - Step 8.vtt | 13.09 KB |
7. Deep Q-Learning Implementation/12. Self Driving Car - Step 9.mp4 | 36.57 MB |
7. Deep Q-Learning Implementation/12. Self Driving Car - Step 9.vtt | 20.74 KB |
7. Deep Q-Learning Implementation/13. Self Driving Car - Step 10.mp4 | 29.53 MB |
7. Deep Q-Learning Implementation/13. Self Driving Car - Step 10.vtt | 17.14 KB |
7. Deep Q-Learning Implementation/14. Self Driving Car - Step 11.mp4 | 34.14 MB |
7. Deep Q-Learning Implementation/14. Self Driving Car - Step 11.vtt | 18.56 KB |
7. Deep Q-Learning Implementation/15. Self Driving Car - Step 12.mp4 | 32.41 MB |
7. Deep Q-Learning Implementation/15. Self Driving Car - Step 12.vtt | 15.51 KB |
7. Deep Q-Learning Implementation/16. Self Driving Car - Step 13.mp4 | 30.64 MB |
7. Deep Q-Learning Implementation/16. Self Driving Car - Step 13.vtt | 14.53 KB |
7. Deep Q-Learning Implementation/17. Self Driving Car - Step 14.mp4 | 6.78 MB |
7. Deep Q-Learning Implementation/17. Self Driving Car - Step 14.vtt | 3.70 KB |
7. Deep Q-Learning Implementation/18. Self Driving Car - Step 15.mp4 | 12.83 MB |
7. Deep Q-Learning Implementation/18. Self Driving Car - Step 15.vtt | 6.96 KB |
7. Deep Q-Learning Implementation/19. Self Driving Car - Step 16.mp4 | 18.12 MB |
7. Deep Q-Learning Implementation/19. Self Driving Car - Step 16.vtt | 8.53 KB |
7. Deep Q-Learning Implementation/2. Where to get the Materials.html | 407 B |
7. Deep Q-Learning Implementation/3. Getting Started.mp4 | 13.77 MB |
7. Deep Q-Learning Implementation/3. Getting Started.vtt | 7.81 KB |
7. Deep Q-Learning Implementation/4. Self Driving Car - Step 1.mp4 | 22.10 MB |
7. Deep Q-Learning Implementation/4. Self Driving Car - Step 1.vtt | 11.69 KB |
7. Deep Q-Learning Implementation/5. Self Driving Car - Step 2.mp4 | 44.31 MB |
7. Deep Q-Learning Implementation/5. Self Driving Car - Step 2.vtt | 20.22 KB |
7. Deep Q-Learning Implementation/6. Self Driving Car - Step 3.mp4 | 15.83 MB |
7. Deep Q-Learning Implementation/6. Self Driving Car - Step 3.vtt | 7.92 KB |
7. Deep Q-Learning Implementation/7. Self Driving Car - Step 4.mp4 | 27.11 MB |
7. Deep Q-Learning Implementation/7. Self Driving Car - Step 4.vtt | 18.28 KB |
7. Deep Q-Learning Implementation/8. Self Driving Car - Step 5.mp4 | 11.66 MB |
7. Deep Q-Learning Implementation/8. Self Driving Car - Step 5.vtt | 7.71 KB |
7. Deep Q-Learning Implementation/9. Self Driving Car - Step 6.mp4 | 11.80 MB |
7. Deep Q-Learning Implementation/9. Self Driving Car - Step 6.vtt | 7.34 KB |
8. Deep Q-Learning Visualization/1. Self Driving Car - Level 1.mp4 | 22.32 MB |
8. Deep Q-Learning Visualization/1. Self Driving Car - Level 1.vtt | 11.91 KB |
8. Deep Q-Learning Visualization/2. Self Driving Car - Level 2.mp4 | 11.80 MB |
8. Deep Q-Learning Visualization/2. Self Driving Car - Level 2.vtt | 5.76 KB |
8. Deep Q-Learning Visualization/3. Self Driving Car - Level 3.mp4 | 18.53 MB |
8. Deep Q-Learning Visualization/3. Self Driving Car - Level 3.vtt | 6.82 KB |
8. Deep Q-Learning Visualization/4. Self Driving Car - Level 4.mp4 | 69.85 MB |
8. Deep Q-Learning Visualization/4. Self Driving Car - Level 4.vtt | 6.14 KB |
8. Deep Q-Learning Visualization/5. Challenge Solutions.html | 416 B |
9. ---------- Part 2 - Deep Convolutional Q-Learning ----------/1. Welcome to Part 2 - Deep Convolutional Q-Learning.html | 671 B |
[FreeCourseLab.com].url | 126 B |
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