[FreeCourseLab.com] Udemy - Artificial Intelligence A-Z™ Learn How To Build An AI

Creation Time	Feb. 8, 2025, 5:30 a.m.
Last Access Time	Feb. 8, 2025, 5:30 a.m.
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12. Deep Convolutional Q-Learning Visualization/1. Watching our AI play Doom.mp4 154.9 MB
3. Q-Learning Intuition/6. Policy vs Plan.vtt 125.7 MB
16. A3C Visualization/1. Watching our AI play Breakout.mp4 90.7 MB
8. Deep Q-Learning Visualization/4. Self Driving Car - Level 4.mp4 69.8 MB
16. A3C Visualization/2. THANK YOU bonus video.mp4 52.3 MB
1. Welcome to the course!/6. Updates on Udemy Reviews.mp4 51.4 MB
4. Q-Learning Visualization/1. Q-Learning Visualization.mp4 49.5 MB
11. Deep Convolutional Q-Learning Implementation/19. Doom - Step 17.mp4 45.6 MB
7. Deep Q-Learning Implementation/5. Self Driving Car - Step 2.mp4 44.3 MB
18. Annex 2 Convolutional Neural Networks/7. Step 4 - Full Connection.mp4 40.2 MB
14. A3C Intuition/2. The three A's in A3C.mp4 38.7 MB
3. Q-Learning Intuition/9. Temporal Difference.mp4 38.6 MB
11. Deep Convolutional Q-Learning Implementation/16. Doom - Step 14.mp4 37.6 MB
7. Deep Q-Learning Implementation/12. Self Driving Car - Step 9.mp4 36.6 MB
3. Q-Learning Intuition/3. The Bellman Equation.mp4 35.5 MB
6. Deep Q-Learning Intuition/5. Action Selection Policies.mp4 34.9 MB
15. A3C Implementation/14. Breakout - Step 12.mp4 34.4 MB
7. Deep Q-Learning Implementation/14. Self Driving Car - Step 11.mp4 34.1 MB
18. Annex 2 Convolutional Neural Networks/5. Step 2 - Pooling.mp4 33.5 MB
18. Annex 2 Convolutional Neural Networks/9. Softmax & Cross-Entropy.mp4 32.6 MB
7. Deep Q-Learning Implementation/15. Self Driving Car - Step 12.mp4 32.4 MB
6. Deep Q-Learning Intuition/4. Experience Replay.mp4 32.2 MB
14. A3C Intuition/5. Advantage.mp4 31.9 MB
3. Q-Learning Intuition/5. Markov Decision Process.mp4 31.5 MB
14. A3C Intuition/6. LSTM Layer.mp4 31.0 MB
6. Deep Q-Learning Intuition/2. Deep Q-Learning Intuition - Learning.mp4 31.0 MB
7. Deep Q-Learning Implementation/16. Self Driving Car - Step 13.mp4 30.6 MB
11. Deep Convolutional Q-Learning Implementation/7. Doom - Step 5.mp4 30.0 MB
18. Annex 2 Convolutional Neural Networks/3. Step 1 - Convolution Operation.mp4 29.9 MB
3. Q-Learning Intuition/8. Q-Learning Intuition.mp4 29.8 MB
7. Deep Q-Learning Implementation/13. Self Driving Car - Step 10.mp4 29.5 MB
11. Deep Convolutional Q-Learning Implementation/3. Doom - Step 1.mp4 29.5 MB
17. Annex 1 Artificial Neural Networks/3. The Neuron.mp4 28.8 MB
17. Annex 1 Artificial Neural Networks/1. What is Deep Learning.mp4 28.4 MB
18. Annex 2 Convolutional Neural Networks/2. What are convolutional neural networks.mp4 28.3 MB
15. A3C Implementation/6. Breakout - Step 4.mp4 27.2 MB
7. Deep Q-Learning Implementation/7. Self Driving Car - Step 4.mp4 27.1 MB
15. A3C Implementation/8. Breakout - Step 6.mp4 27.1 MB
3. Q-Learning Intuition/6. Policy vs Plan.mp4 25.9 MB
17. Annex 1 Artificial Neural Networks/6. How do Neural Networks learn.mp4 25.5 MB
15. A3C Implementation/3. Breakout - Step 1.mp4 25.0 MB
15. A3C Implementation/7. Breakout - Step 5.mp4 24.7 MB
15. A3C Implementation/11. Breakout - Step 9.mp4 24.4 MB
15. A3C Implementation/5. Breakout - Step 3.mp4 24.2 MB
14. A3C Intuition/4. Asynchronous.mp4 23.9 MB
11. Deep Convolutional Q-Learning Implementation/18. Doom - Step 16.mp4 23.6 MB
1. Welcome to the course!/4. Installing Anaconda.mp4 22.9 MB
7. Deep Q-Learning Implementation/11. Self Driving Car - Step 8.mp4 22.8 MB
15. A3C Implementation/10. Breakout - Step 8.mp4 22.8 MB
17. Annex 1 Artificial Neural Networks/5. How do Neural Networks work.mp4 22.6 MB
8. Deep Q-Learning Visualization/1. Self Driving Car - Level 1.mp4 22.3 MB
7. Deep Q-Learning Implementation/4. Self Driving Car - Step 1.mp4 22.1 MB
11. Deep Convolutional Q-Learning Implementation/6. Doom - Step 4.mp4 21.4 MB
3. Q-Learning Intuition/2. What is reinforcement learning.mp4 20.3 MB
3. Q-Learning Intuition/7. Adding a Living Penalty.mp4 20.0 MB
11. Deep Convolutional Q-Learning Implementation/13. Doom - Step 11.mp4 19.9 MB
15. A3C Implementation/9. Breakout - Step 7.mp4 19.7 MB
11. Deep Convolutional Q-Learning Implementation/5. Doom - Step 3.vtt 19.5 MB
15. A3C Implementation/15. Breakout - Step 13.mp4 19.3 MB
11. Deep Convolutional Q-Learning Implementation/12. Doom - Step 10.mp4 19.3 MB
11. Deep Convolutional Q-Learning Implementation/17. Doom - Step 15.mp4 19.2 MB
11. Deep Convolutional Q-Learning Implementation/5. Doom - Step 3.mp4 18.8 MB
8. Deep Q-Learning Visualization/3. Self Driving Car - Level 3.mp4 18.5 MB
11. Deep Convolutional Q-Learning Implementation/4. Doom - Step 2.mp4 18.4 MB
11. Deep Convolutional Q-Learning Implementation/4. Doom - Step 2.vtt 18.4 MB
15. A3C Implementation/12. Breakout - Step 10.mp4 18.3 MB
7. Deep Q-Learning Implementation/19. Self Driving Car - Step 16.mp4 18.1 MB
17. Annex 1 Artificial Neural Networks/7. Gradient Descent.mp4 18.1 MB
17. Annex 1 Artificial Neural Networks/8. Stochastic Gradient Descent.mp4 16.3 MB
10. Deep Convolutional Q-Learning Intuition/3. Eligibility Trace.mp4 16.0 MB
7. Deep Q-Learning Implementation/6. Self Driving Car - Step 3.mp4 15.8 MB
10. Deep Convolutional Q-Learning Intuition/2. Deep Convolutional Q-Learning Intuition.mp4 15.6 MB
11. Deep Convolutional Q-Learning Implementation/8. Doom - Step 6.mp4 14.6 MB
15. A3C Implementation/4. Breakout - Step 2.mp4 14.6 MB
17. Annex 1 Artificial Neural Networks/4. The Activation Function.mp4 14.5 MB
11. Deep Convolutional Q-Learning Implementation/10. Doom - Step 8.mp4 14.1 MB
11. Deep Convolutional Q-Learning Implementation/15. Doom - Step 13.mp4 14.1 MB
7. Deep Q-Learning Implementation/3. Getting Started.mp4 13.8 MB
14. A3C Intuition/3. Actor-Critic.mp4 13.7 MB
18. Annex 2 Convolutional Neural Networks/4. Step 1(b) - ReLU Layer.mp4 13.4 MB
7. Deep Q-Learning Implementation/18. Self Driving Car - Step 15.mp4 12.8 MB
6. Deep Q-Learning Intuition/3. Deep Q-Learning Intuition - Acting.mp4 12.8 MB
1. Welcome to the course!/1. Why AI.mp4 12.6 MB
7. Deep Q-Learning Implementation/9. Self Driving Car - Step 6.mp4 11.8 MB
8. Deep Q-Learning Visualization/2. Self Driving Car - Level 2.mp4 11.8 MB
15. A3C Implementation/16. Breakout - Step 14.mp4 11.8 MB
7. Deep Q-Learning Implementation/10. Self Driving Car - Step 7.mp4 11.7 MB
7. Deep Q-Learning Implementation/8. Self Driving Car - Step 5.mp4 11.7 MB
15. A3C Implementation/13. Breakout - Step 11.mp4 11.2 MB
17. Annex 1 Artificial Neural Networks/9. Backpropagation.mp4 10.6 MB
11. Deep Convolutional Q-Learning Implementation/9. Doom - Step 7.mp4 10.0 MB
11. Deep Convolutional Q-Learning Implementation/14. Doom - Step 12.mp4 9.9 MB
11. Deep Convolutional Q-Learning Implementation/11. Doom - Step 9.mp4 8.3 MB
18. Annex 2 Convolutional Neural Networks/8. Summary.mp4 7.8 MB
3. Q-Learning Intuition/1. Plan of Attack.mp4 6.8 MB
7. Deep Q-Learning Implementation/17. Self Driving Car - Step 14.mp4 6.8 MB
18. Annex 2 Convolutional Neural Networks/1. Plan of Attack.mp4 5.8 MB
14. A3C Intuition/1. Plan of Attack.mp4 5.8 MB
10. Deep Convolutional Q-Learning Intuition/1. Plan of Attack.mp4 5.5 MB
17. Annex 1 Artificial Neural Networks/2. Plan of Attack.mp4 4.7 MB
3. Q-Learning Intuition/4. The Plan.mp4 4.4 MB
6. Deep Q-Learning Intuition/1. Plan of Attack.mp4 3.7 MB
18. Annex 2 Convolutional Neural Networks/6. Step 3 - Flattening.mp4 3.2 MB
1. Welcome to the course!/7.1 Artificial_Intelligence_A_Z___Learn_How_To_Build_An_AI (2).pdf.pdf 1.4 MB
3. Q-Learning Intuition/3. The Bellman Equation.vtt 26.2 KB
12. Deep Convolutional Q-Learning Visualization/1. Watching our AI play Doom.vtt 25.9 KB
3. Q-Learning Intuition/9. Temporal Difference.vtt 25.1 KB
18. Annex 2 Convolutional Neural Networks/7. Step 4 - Full Connection.vtt 25.1 KB
3. Q-Learning Intuition/5. Markov Decision Process.vtt 23.3 KB
11. Deep Convolutional Q-Learning Implementation/19. Doom - Step 17.vtt 23.2 KB
18. Annex 2 Convolutional Neural Networks/9. Softmax & Cross-Entropy.vtt 22.1 KB
17. Annex 1 Artificial Neural Networks/3. The Neuron.vtt 21.8 KB
14. A3C Intuition/6. LSTM Layer.vtt 21.1 KB
6. Deep Q-Learning Intuition/5. Action Selection Policies.vtt 21.1 KB
7. Deep Q-Learning Implementation/12. Self Driving Car - Step 9.vtt 20.7 KB
6. Deep Q-Learning Intuition/4. Experience Replay.vtt 20.7 KB
18. Annex 2 Convolutional Neural Networks/3. Step 1 - Convolution Operation.vtt 20.4 KB
7. Deep Q-Learning Implementation/5. Self Driving Car - Step 2.vtt 20.2 KB
14. A3C Intuition/5. Advantage.vtt 19.8 KB
6. Deep Q-Learning Intuition/2. Deep Q-Learning Intuition - Learning.vtt 19.6 KB
18. Annex 2 Convolutional Neural Networks/2. What are convolutional neural networks.vtt 19.3 KB
3. Q-Learning Intuition/8. Q-Learning Intuition.vtt 19.1 KB
11. Deep Convolutional Q-Learning Implementation/16. Doom - Step 14.vtt 19.0 KB
7. Deep Q-Learning Implementation/14. Self Driving Car - Step 11.vtt 18.6 KB
18. Annex 2 Convolutional Neural Networks/5. Step 2 - Pooling.vtt 18.4 KB
7. Deep Q-Learning Implementation/7. Self Driving Car - Step 4.vtt 18.3 KB
4. Q-Learning Visualization/1. Q-Learning Visualization.vtt 18.2 KB
11. Deep Convolutional Q-Learning Implementation/7. Doom - Step 5.vtt 17.7 KB
15. A3C Implementation/14. Breakout - Step 12.vtt 17.3 KB
7. Deep Q-Learning Implementation/13. Self Driving Car - Step 10.vtt 17.1 KB
17. Annex 1 Artificial Neural Networks/5. How do Neural Networks work.vtt 16.8 KB
17. Annex 1 Artificial Neural Networks/6. How do Neural Networks learn.vtt 16.5 KB
3. Q-Learning Intuition/2. What is reinforcement learning.vtt 16.0 KB
14. A3C Intuition/4. Asynchronous.vtt 15.9 KB
17. Annex 1 Artificial Neural Networks/1. What is Deep Learning.vtt 15.9 KB
7. Deep Q-Learning Implementation/15. Self Driving Car - Step 12.vtt 15.5 KB
15. A3C Implementation/6. Breakout - Step 4.vtt 15.4 KB
15. A3C Implementation/8. Breakout - Step 6.vtt 14.6 KB
7. Deep Q-Learning Implementation/16. Self Driving Car - Step 13.vtt 14.5 KB
15. A3C Implementation/10. Breakout - Step 8.vtt 13.9 KB
15. A3C Implementation/5. Breakout - Step 3.vtt 13.7 KB
11. Deep Convolutional Q-Learning Implementation/6. Doom - Step 4.vtt 13.5 KB
15. A3C Implementation/3. Breakout - Step 1.vtt 13.5 KB
15. A3C Implementation/11. Breakout - Step 9.vtt 13.2 KB
7. Deep Q-Learning Implementation/11. Self Driving Car - Step 8.vtt 13.1 KB
15. A3C Implementation/7. Breakout - Step 5.vtt 12.8 KB
11. Deep Convolutional Q-Learning Implementation/18. Doom - Step 16.vtt 12.5 KB
3. Q-Learning Intuition/7. Adding a Living Penalty.vtt 12.4 KB
17. Annex 1 Artificial Neural Networks/7. Gradient Descent.vtt 12.3 KB
8. Deep Q-Learning Visualization/1. Self Driving Car - Level 1.vtt 11.9 KB
7. Deep Q-Learning Implementation/4. Self Driving Car - Step 1.vtt 11.7 KB
16. A3C Visualization/1. Watching our AI play Breakout.vtt 11.3 KB
10. Deep Convolutional Q-Learning Intuition/3. Eligibility Trace.vtt 11.2 KB
17. Annex 1 Artificial Neural Networks/8. Stochastic Gradient Descent.vtt 10.7 KB
17. Annex 1 Artificial Neural Networks/4. The Activation Function.vtt 10.6 KB
15. A3C Implementation/15. Breakout - Step 13.vtt 10.3 KB
15. A3C Implementation/4. Breakout - Step 2.vtt 10.2 KB
11. Deep Convolutional Q-Learning Implementation/17. Doom - Step 15.vtt 10.1 KB
11. Deep Convolutional Q-Learning Implementation/12. Doom - Step 10.vtt 10.0 KB
15. A3C Implementation/9. Breakout - Step 7.vtt 9.7 KB
10. Deep Convolutional Q-Learning Intuition/2. Deep Convolutional Q-Learning Intuition.vtt 9.3 KB
15. A3C Implementation/12. Breakout - Step 10.vtt 9.2 KB
14. A3C Intuition/3. Actor-Critic.vtt 9.0 KB
11. Deep Convolutional Q-Learning Implementation/10. Doom - Step 8.vtt 8.7 KB
7. Deep Q-Learning Implementation/19. Self Driving Car - Step 16.vtt 8.5 KB
11. Deep Convolutional Q-Learning Implementation/15. Doom - Step 13.vtt 8.5 KB
6. Deep Q-Learning Intuition/3. Deep Q-Learning Intuition - Acting.vtt 8.4 KB
11. Deep Convolutional Q-Learning Implementation/13. Doom - Step 11.vtt 8.3 KB
11. Deep Convolutional Q-Learning Implementation/8. Doom - Step 6.vtt 8.2 KB
18. Annex 2 Convolutional Neural Networks/4. Step 1(b) - ReLU Layer.vtt 8.1 KB
7. Deep Q-Learning Implementation/6. Self Driving Car - Step 3.vtt 7.9 KB
7. Deep Q-Learning Implementation/3. Getting Started.vtt 7.8 KB
7. Deep Q-Learning Implementation/8. Self Driving Car - Step 5.vtt 7.7 KB
11. Deep Convolutional Q-Learning Implementation/3. Doom - Step 1.vtt 7.5 KB
7. Deep Q-Learning Implementation/9. Self Driving Car - Step 6.vtt 7.3 KB
7. Deep Q-Learning Implementation/10. Self Driving Car - Step 7.vtt 7.2 KB
1. Welcome to the course!/1. Why AI.vtt 7.0 KB
7. Deep Q-Learning Implementation/18. Self Driving Car - Step 15.vtt 7.0 KB
8. Deep Q-Learning Visualization/3. Self Driving Car - Level 3.vtt 6.8 KB
15. A3C Implementation/16. Breakout - Step 14.vtt 6.6 KB
17. Annex 1 Artificial Neural Networks/9. Backpropagation.vtt 6.3 KB
8. Deep Q-Learning Visualization/4. Self Driving Car - Level 4.vtt 6.1 KB
15. A3C Implementation/13. Breakout - Step 11.vtt 5.9 KB
14. A3C Intuition/2. The three A's in A3C.vtt 5.9 KB
11. Deep Convolutional Q-Learning Implementation/9. Doom - Step 7.vtt 5.8 KB
8. Deep Q-Learning Visualization/2. Self Driving Car - Level 2.vtt 5.8 KB
11. Deep Convolutional Q-Learning Implementation/14. Doom - Step 12.vtt 5.4 KB
18. Annex 2 Convolutional Neural Networks/8. Summary.vtt 5.3 KB
3. Q-Learning Intuition/1. Plan of Attack.vtt 5.0 KB
11. Deep Convolutional Q-Learning Implementation/11. Doom - Step 9.vtt 4.7 KB
14. A3C Intuition/1. Plan of Attack.vtt 4.7 KB
18. Annex 2 Convolutional Neural Networks/1. Plan of Attack.vtt 4.6 KB
10. Deep Convolutional Q-Learning Intuition/1. Plan of Attack.vtt 4.3 KB
1. Welcome to the course!/4. Installing Anaconda.vtt 4.2 KB
7. Deep Q-Learning Implementation/17. Self Driving Car - Step 14.vtt 3.7 KB
17. Annex 1 Artificial Neural Networks/2. Plan of Attack.vtt 3.5 KB
3. Q-Learning Intuition/4. The Plan.vtt 3.2 KB
6. Deep Q-Learning Intuition/1. Plan of Attack.vtt 3.2 KB
1. Welcome to the course!/6. Updates on Udemy Reviews.vtt 3.2 KB
1. Welcome to the course!/3. BONUS Learning Paths.html 2.4 KB
19. Bonus Lectures/1. YOUR SPECIAL BONUS.html 2.4 KB
18. Annex 2 Convolutional Neural Networks/6. Step 3 - Flattening.vtt 2.3 KB
16. A3C Visualization/2. THANK YOU bonus video.vtt 2.0 KB
15. A3C Implementation/1. Plan of Attack.html 1.9 KB
7. Deep Q-Learning Implementation/1. Plan of Attack.html 1.8 KB
11. Deep Convolutional Q-Learning Implementation/1. Plan of Attack.html 1.8 KB
1. Welcome to the course!/8. FAQBot!.html 1.8 KB
1. Welcome to the course!/5. BONUS Meet Your Instructors.html 1.6 KB
1. Welcome to the course!/2. Course Structure.html 1.6 KB
2. ---------- Part 0 - Fundamentals Of Reinforcement Learning ----------/1. Welcome to Part 0 - Fundamentals of Reinforcement Learning.html 1.2 KB
5. ---------- Part 1 - Deep Q-Learning ----------/1. Welcome to Part 1 - Deep Q-Learning.html 1.1 KB
1. Welcome to the course!/7. This PDF resource will help you a lot!.html 755 bytes
9. ---------- Part 2 - Deep Convolutional Q-Learning ----------/1. Welcome to Part 2 - Deep Convolutional Q-Learning.html 671 bytes
13. ---------- Part 3 - A3C ----------/1. Welcome to Part 3 - A3C.html 497 bytes
11. Deep Convolutional Q-Learning Implementation/2. Where to get the Materials.html 440 bytes
15. A3C Implementation/2. Where to get the Materials.html 416 bytes
8. Deep Q-Learning Visualization/5. Challenge Solutions.html 416 bytes
7. Deep Q-Learning Implementation/2. Where to get the Materials.html 407 bytes
[FreeCourseLab.com].url 126 bytes

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