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

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  • 12. Deep Convolutional Q-Learning Visualization/1. Watching our AI play Doom.mp4 154.95 MB
    3. Q-Learning Intuition/6. Policy vs Plan.vtt 125.68 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 69.85 MB
    16. A3C Visualization/2. THANK YOU bonus video.mp4 52.27 MB
    1. Welcome to the course!/6. Updates on Udemy Reviews.mp4 51.36 MB
    4. Q-Learning Visualization/1. Q-Learning Visualization.mp4 49.54 MB
    11. Deep Convolutional Q-Learning Implementation/19. Doom - Step 17.mp4 45.57 MB
    7. Deep Q-Learning Implementation/5. Self Driving Car - Step 2.mp4 44.31 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 38.75 MB
    3. Q-Learning Intuition/9. Temporal Difference.mp4 38.62 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 36.57 MB
    3. Q-Learning Intuition/3. The Bellman Equation.mp4 35.51 MB
    6. Deep Q-Learning Intuition/5. Action Selection Policies.mp4 34.9 MB
    15. A3C Implementation/14. Breakout - Step 12.mp4 34.43 MB
    7. Deep Q-Learning Implementation/14. Self Driving Car - Step 11.mp4 34.14 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 32.41 MB
    6. Deep Q-Learning Intuition/4. Experience Replay.mp4 32.2 MB
    14. A3C Intuition/5. Advantage.mp4 31.93 MB
    3. Q-Learning Intuition/5. Markov Decision Process.mp4 31.53 MB
    14. A3C Intuition/6. LSTM Layer.mp4 31.01 MB
    6. Deep Q-Learning Intuition/2. Deep Q-Learning Intuition - Learning.mp4 30.96 MB
    7. Deep Q-Learning Implementation/16. Self Driving Car - Step 13.mp4 30.64 MB
    11. Deep Convolutional Q-Learning Implementation/7. Doom - Step 5.mp4 30.03 MB
    18. Annex 2 Convolutional Neural Networks/3. Step 1 - Convolution Operation.mp4 29.95 MB
    3. Q-Learning Intuition/8. Q-Learning Intuition.mp4 29.77 MB
    7. Deep Q-Learning Implementation/13. Self Driving Car - Step 10.mp4 29.53 MB
    11. Deep Convolutional Q-Learning Implementation/3. Doom - Step 1.mp4 29.52 MB
    17. Annex 1 Artificial Neural Networks/3. The Neuron.mp4 28.81 MB
    17. Annex 1 Artificial Neural Networks/1. What is Deep Learning.mp4 28.36 MB
    18. Annex 2 Convolutional Neural Networks/2. What are convolutional neural networks.mp4 28.26 MB
    15. A3C Implementation/6. Breakout - Step 4.mp4 27.17 MB
    7. Deep Q-Learning Implementation/7. Self Driving Car - Step 4.mp4 27.11 MB
    15. A3C Implementation/8. Breakout - Step 6.mp4 27.08 MB
    3. Q-Learning Intuition/6. Policy vs Plan.mp4 25.88 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 24.98 MB
    15. A3C Implementation/7. Breakout - Step 5.mp4 24.69 MB
    15. A3C Implementation/11. Breakout - Step 9.mp4 24.39 MB
    15. A3C Implementation/5. Breakout - Step 3.mp4 24.16 MB
    14. A3C Intuition/4. Asynchronous.mp4 23.87 MB
    11. Deep Convolutional Q-Learning Implementation/18. Doom - Step 16.mp4 23.58 MB
    1. Welcome to the course!/4. Installing Anaconda.mp4 22.88 MB
    7. Deep Q-Learning Implementation/11. Self Driving Car - Step 8.mp4 22.85 MB
    15. A3C Implementation/10. Breakout - Step 8.mp4 22.84 MB
    17. Annex 1 Artificial Neural Networks/5. How do Neural Networks work.mp4 22.59 MB
    8. Deep Q-Learning Visualization/1. Self Driving Car - Level 1.mp4 22.32 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 21.42 MB
    3. Q-Learning Intuition/2. What is reinforcement learning.mp4 20.27 MB
    3. Q-Learning Intuition/7. Adding a Living Penalty.mp4 20.05 MB
    11. Deep Convolutional Q-Learning Implementation/13. Doom - Step 11.mp4 19.86 MB
    15. A3C Implementation/9. Breakout - Step 7.mp4 19.71 MB
    11. Deep Convolutional Q-Learning Implementation/5. Doom - Step 3.vtt 19.47 MB
    15. A3C Implementation/15. Breakout - Step 13.mp4 19.34 MB
    11. Deep Convolutional Q-Learning Implementation/12. Doom - Step 10.mp4 19.26 MB
    11. Deep Convolutional Q-Learning Implementation/17. Doom - Step 15.mp4 19.19 MB
    11. Deep Convolutional Q-Learning Implementation/5. Doom - Step 3.mp4 18.83 MB
    8. Deep Q-Learning Visualization/3. Self Driving Car - Level 3.mp4 18.53 MB
    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
    15. A3C Implementation/12. Breakout - Step 10.mp4 18.25 MB
    7. Deep Q-Learning Implementation/19. Self Driving Car - Step 16.mp4 18.12 MB
    17. Annex 1 Artificial Neural Networks/7. Gradient Descent.mp4 18.11 MB
    17. Annex 1 Artificial Neural Networks/8. Stochastic Gradient Descent.mp4 16.31 MB
    10. Deep Convolutional Q-Learning Intuition/3. Eligibility Trace.mp4 16.03 MB
    7. Deep Q-Learning Implementation/6. Self Driving Car - Step 3.mp4 15.83 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 14.62 MB
    15. A3C Implementation/4. Breakout - Step 2.mp4 14.6 MB
    17. Annex 1 Artificial Neural Networks/4. The Activation Function.mp4 14.54 MB
    11. Deep Convolutional Q-Learning Implementation/10. Doom - Step 8.mp4 14.11 MB
    11. Deep Convolutional Q-Learning Implementation/15. Doom - Step 13.mp4 14.07 MB
    7. Deep Q-Learning Implementation/3. Getting Started.mp4 13.77 MB
    14. A3C Intuition/3. Actor-Critic.mp4 13.7 MB
    18. Annex 2 Convolutional Neural Networks/4. Step 1(b) - ReLU Layer.mp4 13.44 MB
    7. Deep Q-Learning Implementation/18. Self Driving Car - Step 15.mp4 12.83 MB
    6. Deep Q-Learning Intuition/3. Deep Q-Learning Intuition - Acting.mp4 12.77 MB
    1. Welcome to the course!/1. Why AI.mp4 12.58 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 11.77 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 11.66 MB
    15. A3C Implementation/13. Breakout - Step 11.mp4 11.18 MB
    17. Annex 1 Artificial Neural Networks/9. Backpropagation.mp4 10.64 MB
    11. Deep Convolutional Q-Learning Implementation/9. Doom - Step 7.mp4 10.02 MB
    11. Deep Convolutional Q-Learning Implementation/14. Doom - Step 12.mp4 9.86 MB
    11. Deep Convolutional Q-Learning Implementation/11. Doom - Step 9.mp4 8.33 MB
    18. Annex 2 Convolutional Neural Networks/8. Summary.mp4 7.81 MB
    3. Q-Learning Intuition/1. Plan of Attack.mp4 6.81 MB
    7. Deep Q-Learning Implementation/17. Self Driving Car - Step 14.mp4 6.78 MB
    18. Annex 2 Convolutional Neural Networks/1. Plan of Attack.mp4 5.85 MB
    14. A3C Intuition/1. Plan of Attack.mp4 5.81 MB
    10. Deep Convolutional Q-Learning Intuition/1. Plan of Attack.mp4 5.53 MB
    17. Annex 1 Artificial Neural Networks/2. Plan of Attack.mp4 4.71 MB
    3. Q-Learning Intuition/4. The Plan.mp4 4.44 MB
    6. Deep Q-Learning Intuition/1. Plan of Attack.mp4 3.74 MB
    18. Annex 2 Convolutional Neural Networks/6. Step 3 - Flattening.mp4 3.17 MB
    1. Welcome to the course!/7.1 Artificial_Intelligence_A_Z___Learn_How_To_Build_An_AI (2).pdf.pdf 1.39 MB
    3. Q-Learning Intuition/3. The Bellman Equation.vtt 26.23 KB
    12. Deep Convolutional Q-Learning Visualization/1. Watching our AI play Doom.vtt 25.89 KB
    3. Q-Learning Intuition/9. Temporal Difference.vtt 25.08 KB
    18. Annex 2 Convolutional Neural Networks/7. Step 4 - Full Connection.vtt 25.08 KB
    3. Q-Learning Intuition/5. Markov Decision Process.vtt 23.25 KB
    11. Deep Convolutional Q-Learning Implementation/19. Doom - Step 17.vtt 23.22 KB
    18. Annex 2 Convolutional Neural Networks/9. Softmax & Cross-Entropy.vtt 22.13 KB
    17. Annex 1 Artificial Neural Networks/3. The Neuron.vtt 21.83 KB
    14. A3C Intuition/6. LSTM Layer.vtt 21.11 KB
    6. Deep Q-Learning Intuition/5. Action Selection Policies.vtt 21.09 KB
    7. Deep Q-Learning Implementation/12. Self Driving Car - Step 9.vtt 20.74 KB
    6. Deep Q-Learning Intuition/4. Experience Replay.vtt 20.68 KB
    18. Annex 2 Convolutional Neural Networks/3. Step 1 - Convolution Operation.vtt 20.41 KB
    7. Deep Q-Learning Implementation/5. Self Driving Car - Step 2.vtt 20.22 KB
    14. A3C Intuition/5. Advantage.vtt 19.83 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 19.34 KB
    3. Q-Learning Intuition/8. Q-Learning Intuition.vtt 19.13 KB
    11. Deep Convolutional Q-Learning Implementation/16. Doom - Step 14.vtt 19.02 KB
    7. Deep Q-Learning Implementation/14. Self Driving Car - Step 11.vtt 18.56 KB
    18. Annex 2 Convolutional Neural Networks/5. Step 2 - Pooling.vtt 18.41 KB
    7. Deep Q-Learning Implementation/7. Self Driving Car - Step 4.vtt 18.28 KB
    4. Q-Learning Visualization/1. Q-Learning Visualization.vtt 18.24 KB
    11. Deep Convolutional Q-Learning Implementation/7. Doom - Step 5.vtt 17.74 KB
    15. A3C Implementation/14. Breakout - Step 12.vtt 17.31 KB
    7. Deep Q-Learning Implementation/13. Self Driving Car - Step 10.vtt 17.14 KB
    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.vtt 16.53 KB
    3. Q-Learning Intuition/2. What is reinforcement learning.vtt 15.99 KB
    14. A3C Intuition/4. Asynchronous.vtt 15.92 KB
    17. Annex 1 Artificial Neural Networks/1. What is Deep Learning.vtt 15.89 KB
    7. Deep Q-Learning Implementation/15. Self Driving Car - Step 12.vtt 15.51 KB
    15. A3C Implementation/6. Breakout - Step 4.vtt 15.43 KB
    15. A3C Implementation/8. Breakout - Step 6.vtt 14.61 KB
    7. Deep Q-Learning Implementation/16. Self Driving Car - Step 13.vtt 14.53 KB
    15. A3C Implementation/10. Breakout - Step 8.vtt 13.9 KB
    15. A3C Implementation/5. Breakout - Step 3.vtt 13.66 KB
    11. Deep Convolutional Q-Learning Implementation/6. Doom - Step 4.vtt 13.48 KB
    15. A3C Implementation/3. Breakout - Step 1.vtt 13.46 KB
    15. A3C Implementation/11. Breakout - Step 9.vtt 13.16 KB
    7. Deep Q-Learning Implementation/11. Self Driving Car - Step 8.vtt 13.09 KB
    15. A3C Implementation/7. Breakout - Step 5.vtt 12.84 KB
    11. Deep Convolutional Q-Learning Implementation/18. Doom - Step 16.vtt 12.46 KB
    3. Q-Learning Intuition/7. Adding a Living Penalty.vtt 12.45 KB
    17. Annex 1 Artificial Neural Networks/7. Gradient Descent.vtt 12.26 KB
    8. Deep Q-Learning Visualization/1. Self Driving Car - Level 1.vtt 11.91 KB
    7. Deep Q-Learning Implementation/4. Self Driving Car - Step 1.vtt 11.69 KB
    16. A3C Visualization/1. Watching our AI play Breakout.vtt 11.29 KB
    10. Deep Convolutional Q-Learning Intuition/3. Eligibility Trace.vtt 11.23 KB
    17. Annex 1 Artificial Neural Networks/8. Stochastic Gradient Descent.vtt 10.74 KB
    17. Annex 1 Artificial Neural Networks/4. The Activation Function.vtt 10.56 KB
    15. A3C Implementation/15. Breakout - Step 13.vtt 10.27 KB
    15. A3C Implementation/4. Breakout - Step 2.vtt 10.18 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 10.03 KB
    15. A3C Implementation/9. Breakout - Step 7.vtt 9.75 KB
    10. Deep Convolutional Q-Learning Intuition/2. Deep Convolutional Q-Learning Intuition.vtt 9.29 KB
    15. A3C Implementation/12. Breakout - Step 10.vtt 9.19 KB
    14. A3C Intuition/3. Actor-Critic.vtt 8.96 KB
    11. Deep Convolutional Q-Learning Implementation/10. Doom - Step 8.vtt 8.71 KB
    7. Deep Q-Learning Implementation/19. Self Driving Car - Step 16.vtt 8.53 KB
    11. Deep Convolutional Q-Learning Implementation/15. Doom - Step 13.vtt 8.48 KB
    6. Deep Q-Learning Intuition/3. Deep Q-Learning Intuition - Acting.vtt 8.43 KB
    11. Deep Convolutional Q-Learning Implementation/13. Doom - Step 11.vtt 8.33 KB
    11. Deep Convolutional Q-Learning Implementation/8. Doom - Step 6.vtt 8.24 KB
    18. Annex 2 Convolutional Neural Networks/4. Step 1(b) - ReLU Layer.vtt 8.08 KB
    7. Deep Q-Learning Implementation/6. Self Driving Car - Step 3.vtt 7.92 KB
    7. Deep Q-Learning Implementation/3. Getting Started.vtt 7.81 KB
    7. Deep Q-Learning Implementation/8. Self Driving Car - Step 5.vtt 7.71 KB
    11. Deep Convolutional Q-Learning Implementation/3. Doom - Step 1.vtt 7.49 KB
    7. Deep Q-Learning Implementation/9. Self Driving Car - Step 6.vtt 7.34 KB
    7. Deep Q-Learning Implementation/10. Self Driving Car - Step 7.vtt 7.22 KB
    1. Welcome to the course!/1. Why AI.vtt 7.03 KB
    7. Deep Q-Learning Implementation/18. Self Driving Car - Step 15.vtt 6.96 KB
    8. Deep Q-Learning Visualization/3. Self Driving Car - Level 3.vtt 6.82 KB
    15. A3C Implementation/16. Breakout - Step 14.vtt 6.62 KB
    17. Annex 1 Artificial Neural Networks/9. Backpropagation.vtt 6.32 KB
    8. Deep Q-Learning Visualization/4. Self Driving Car - Level 4.vtt 6.14 KB
    15. A3C Implementation/13. Breakout - Step 11.vtt 5.94 KB
    14. A3C Intuition/2. The three A's in A3C.vtt 5.87 KB
    11. Deep Convolutional Q-Learning Implementation/9. Doom - Step 7.vtt 5.81 KB
    8. Deep Q-Learning Visualization/2. Self Driving Car - Level 2.vtt 5.76 KB
    11. Deep Convolutional Q-Learning Implementation/14. Doom - Step 12.vtt 5.42 KB
    18. Annex 2 Convolutional Neural Networks/8. Summary.vtt 5.33 KB
    3. Q-Learning Intuition/1. Plan of Attack.vtt 4.99 KB
    11. Deep Convolutional Q-Learning Implementation/11. Doom - Step 9.vtt 4.74 KB
    14. A3C Intuition/1. Plan of Attack.vtt 4.72 KB
    18. Annex 2 Convolutional Neural Networks/1. Plan of Attack.vtt 4.63 KB
    10. Deep Convolutional Q-Learning Intuition/1. Plan of Attack.vtt 4.3 KB
    1. Welcome to the course!/4. Installing Anaconda.vtt 4.19 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 3.54 KB
    3. Q-Learning Intuition/4. The Plan.vtt 3.19 KB
    6. Deep Q-Learning Intuition/1. Plan of Attack.vtt 3.19 KB
    1. Welcome to the course!/6. Updates on Udemy Reviews.vtt 3.18 KB
    1. Welcome to the course!/3. BONUS Learning Paths.html 2.37 KB
    19. Bonus Lectures/1. YOUR SPECIAL BONUS.html 2.36 KB
    18. Annex 2 Convolutional Neural Networks/6. Step 3 - Flattening.vtt 2.28 KB
    16. A3C Visualization/2. THANK YOU bonus video.vtt 2.04 KB
    15. A3C Implementation/1. Plan of Attack.html 1.86 KB
    7. Deep Q-Learning Implementation/1. Plan of Attack.html 1.84 KB
    11. Deep Convolutional Q-Learning Implementation/1. Plan of Attack.html 1.82 KB
    1. Welcome to the course!/8. FAQBot!.html 1.76 KB
    1. Welcome to the course!/5. BONUS Meet Your Instructors.html 1.63 KB
    1. Welcome to the course!/2. Course Structure.html 1.59 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 1.13 KB
    1. Welcome to the course!/7. This PDF resource will help you a lot!.html 755 B
    9. ---------- Part 2 - Deep Convolutional Q-Learning ----------/1. Welcome to Part 2 - Deep Convolutional Q-Learning.html 671 B
    13. ---------- Part 3 - A3C ----------/1. Welcome to Part 3 - A3C.html 497 B
    11. Deep Convolutional Q-Learning Implementation/2. Where to get the Materials.html 440 B
    15. A3C Implementation/2. Where to get the Materials.html 416 B
    8. Deep Q-Learning Visualization/5. Challenge Solutions.html 416 B
    7. Deep Q-Learning Implementation/2. Where to get the Materials.html 407 B
    [FreeCourseLab.com].url 126 B

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