Download Udemy - Artificial Intelligence A-Z™: Learn How To Build An AI Torrent

Torrent Contents Size: 2.58 GB

Udemy - Artificial Intelligence A-Z™: Learn How To Build An AI

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1. Welcome to the course!

1. Why AI.mp4	MP4	12.58 MB
1. Why AI.vtt	VTT	7.03 KB
2. Course Structure.html	HTML	1.59 KB
3. BONUS Learning Paths.html	HTML	2.37 KB
4. Installing Anaconda.mp4	MP4	22.88 MB
4. Installing Anaconda.vtt	VTT	4.19 KB
5. BONUS Meet Your Instructors.html	HTML	1.63 KB
6. Updates on Udemy Reviews.mp4	MP4	51.36 MB
6. Updates on Udemy Reviews.vtt	VTT	3.18 KB
7. This PDF resource will help you a lot!.html	HTML	755 B
7.1 Artificial_Intelligence_A_Z___Learn_How_To_Build_An_AI (2).pdf.pdf	PDF	1.39 MB
8. FAQBot!.html	HTML	1.76 KB

10. Deep Convolutional Q-Learning Intuition

1. Plan of Attack.mp4	MP4	5.53 MB
1. Plan of Attack.vtt	VTT	4.3 KB
2. Deep Convolutional Q-Learning Intuition.mp4	MP4	15.6 MB
2. Deep Convolutional Q-Learning Intuition.vtt	VTT	9.29 KB
3. Eligibility Trace.mp4	MP4	16.03 MB
3. Eligibility Trace.vtt	VTT	11.23 KB

11. Deep Convolutional Q-Learning Implementation

1. Plan of Attack.html	HTML	1.82 KB
10. Doom - Step 8.mp4	MP4	14.11 MB
10. Doom - Step 8.vtt	VTT	8.71 KB
11. Doom - Step 9.mp4	MP4	8.33 MB
11. Doom - Step 9.vtt	VTT	4.74 KB
12. Doom - Step 10.mp4	MP4	19.26 MB
12. Doom - Step 10.vtt	VTT	10.03 KB
13. Doom - Step 11.mp4	MP4	19.86 MB
13. Doom - Step 11.vtt	VTT	8.33 KB
14. Doom - Step 12.mp4	MP4	9.86 MB
14. Doom - Step 12.vtt	VTT	5.42 KB
15. Doom - Step 13.mp4	MP4	14.07 MB
15. Doom - Step 13.vtt	VTT	8.48 KB
16. Doom - Step 14.mp4	MP4	37.6 MB
16. Doom - Step 14.vtt	VTT	19.02 KB
17. Doom - Step 15.mp4	MP4	19.19 MB
17. Doom - Step 15.vtt	VTT	10.1 KB
18. Doom - Step 16.mp4	MP4	23.58 MB
18. Doom - Step 16.vtt	VTT	12.46 KB
19. Doom - Step 17.mp4	MP4	45.57 MB
19. Doom - Step 17.vtt	VTT	23.22 KB
2. Where to get the Materials.html	HTML	440 B
3. Doom - Step 1.mp4	MP4	29.52 MB
3. Doom - Step 1.vtt	VTT	7.49 KB
4. Doom - Step 2.mp4	MP4	18.39 MB
4. Doom - Step 2.vtt	VTT	18.39 MB
5. Doom - Step 3.mp4	MP4	18.83 MB
5. Doom - Step 3.vtt	VTT	19.47 MB
6. Doom - Step 4.mp4	MP4	21.42 MB
6. Doom - Step 4.vtt	VTT	13.48 KB
7. Doom - Step 5.mp4	MP4	30.03 MB
7. Doom - Step 5.vtt	VTT	17.74 KB
8. Doom - Step 6.mp4	MP4	14.62 MB
8. Doom - Step 6.vtt	VTT	8.24 KB
9. Doom - Step 7.mp4	MP4	10.02 MB
9. Doom - Step 7.vtt	VTT	5.81 KB

12. Deep Convolutional Q-Learning Visualization

	1. Watching our AI play Doom.mp4	MP4	154.95 MB
	1. Watching our AI play Doom.vtt	VTT	25.89 KB

13. ---------- Part 3 - A3C ----------

1. Welcome to Part 3 - A3C.html

HTML

497 B

14. A3C Intuition

1. Plan of Attack.mp4	MP4	5.81 MB
1. Plan of Attack.vtt	VTT	4.72 KB
2. The three A's in A3C.mp4	MP4	38.75 MB
2. The three A's in A3C.vtt	VTT	5.87 KB
3. Actor-Critic.mp4	MP4	13.7 MB
3. Actor-Critic.vtt	VTT	8.96 KB
4. Asynchronous.mp4	MP4	23.87 MB
4. Asynchronous.vtt	VTT	15.92 KB
5. Advantage.mp4	MP4	31.93 MB
5. Advantage.vtt	VTT	19.83 KB
6. LSTM Layer.mp4	MP4	31.01 MB
6. LSTM Layer.vtt	VTT	21.11 KB

15. A3C Implementation

1. Plan of Attack.html	HTML	1.86 KB
10. Breakout - Step 8.mp4	MP4	22.84 MB
10. Breakout - Step 8.vtt	VTT	13.9 KB
11. Breakout - Step 9.mp4	MP4	24.39 MB
11. Breakout - Step 9.vtt	VTT	13.16 KB
12. Breakout - Step 10.mp4	MP4	18.25 MB
12. Breakout - Step 10.vtt	VTT	9.19 KB
13. Breakout - Step 11.mp4	MP4	11.18 MB
13. Breakout - Step 11.vtt	VTT	5.94 KB
14. Breakout - Step 12.mp4	MP4	34.43 MB
14. Breakout - Step 12.vtt	VTT	17.31 KB
15. Breakout - Step 13.mp4	MP4	19.34 MB
15. Breakout - Step 13.vtt	VTT	10.27 KB
16. Breakout - Step 14.mp4	MP4	11.77 MB
16. Breakout - Step 14.vtt	VTT	6.62 KB
2. Where to get the Materials.html	HTML	416 B
3. Breakout - Step 1.mp4	MP4	24.98 MB
3. Breakout - Step 1.vtt	VTT	13.46 KB
4. Breakout - Step 2.mp4	MP4	14.6 MB
4. Breakout - Step 2.vtt	VTT	10.18 KB
5. Breakout - Step 3.mp4	MP4	24.16 MB
5. Breakout - Step 3.vtt	VTT	13.66 KB
6. Breakout - Step 4.mp4	MP4	27.17 MB
6. Breakout - Step 4.vtt	VTT	15.43 KB
7. Breakout - Step 5.mp4	MP4	24.69 MB
7. Breakout - Step 5.vtt	VTT	12.84 KB
8. Breakout - Step 6.mp4	MP4	27.08 MB
8. Breakout - Step 6.vtt	VTT	14.61 KB
9. Breakout - Step 7.mp4	MP4	19.71 MB
9. Breakout - Step 7.vtt	VTT	9.75 KB

16. A3C Visualization

1. Watching our AI play Breakout.mp4	MP4	90.7 MB
1. Watching our AI play Breakout.vtt	VTT	11.29 KB
2. THANK YOU bonus video.mp4	MP4	52.27 MB
2. THANK YOU bonus video.vtt	VTT	2.04 KB

17. Annex 1 Artificial Neural Networks

1. What is Deep Learning.mp4	MP4	28.36 MB
1. What is Deep Learning.vtt	VTT	15.89 KB
2. Plan of Attack.mp4	MP4	4.71 MB
2. Plan of Attack.vtt	VTT	3.54 KB
3. The Neuron.mp4	MP4	28.81 MB
3. The Neuron.vtt	VTT	21.83 KB
4. The Activation Function.mp4	MP4	14.54 MB
4. The Activation Function.vtt	VTT	10.56 KB
5. How do Neural Networks work.mp4	MP4	22.59 MB
5. How do Neural Networks work.vtt	VTT	16.84 KB
6. How do Neural Networks learn.mp4	MP4	25.5 MB
6. How do Neural Networks learn.vtt	VTT	16.53 KB
7. Gradient Descent.mp4	MP4	18.11 MB
7. Gradient Descent.vtt	VTT	12.26 KB
8. Stochastic Gradient Descent.mp4	MP4	16.31 MB
8. Stochastic Gradient Descent.vtt	VTT	10.74 KB
9. Backpropagation.mp4	MP4	10.64 MB
9. Backpropagation.vtt	VTT	6.32 KB

18. Annex 2 Convolutional Neural Networks

1. Plan of Attack.mp4	MP4	5.85 MB
1. Plan of Attack.vtt	VTT	4.63 KB
2. What are convolutional neural networks.mp4	MP4	28.26 MB
2. What are convolutional neural networks.vtt	VTT	19.34 KB
3. Step 1 - Convolution Operation.mp4	MP4	29.95 MB
3. Step 1 - Convolution Operation.vtt	VTT	20.41 KB
4. Step 1(b) - ReLU Layer.mp4	MP4	13.44 MB
4. Step 1(b) - ReLU Layer.vtt	VTT	8.08 KB
5. Step 2 - Pooling.mp4	MP4	33.5 MB
5. Step 2 - Pooling.vtt	VTT	18.41 KB
6. Step 3 - Flattening.mp4	MP4	3.17 MB
6. Step 3 - Flattening.vtt	VTT	2.28 KB
7. Step 4 - Full Connection.mp4	MP4	40.2 MB
7. Step 4 - Full Connection.vtt	VTT	25.08 KB
8. Summary.mp4	MP4	7.81 MB
8. Summary.vtt	VTT	5.33 KB
9. Softmax & Cross-Entropy.mp4	MP4	32.6 MB
9. Softmax & Cross-Entropy.vtt	VTT	22.13 KB

19. Bonus Lectures

1. YOUR SPECIAL BONUS.html

HTML

2.36 KB

2. ---------- Part 0 - Fundamentals Of Reinforcement Learning ----------

1. Welcome to Part 0 - Fundamentals of Reinforcement Learning.html

HTML

1.2 KB

3. Q-Learning Intuition

1. Plan of Attack.mp4	MP4	6.81 MB
1. Plan of Attack.vtt	VTT	4.99 KB
2. What is reinforcement learning.mp4	MP4	20.27 MB
2. What is reinforcement learning.vtt	VTT	15.99 KB
3. The Bellman Equation.mp4	MP4	35.51 MB
3. The Bellman Equation.vtt	VTT	26.23 KB
4. The Plan.mp4	MP4	4.44 MB
4. The Plan.vtt	VTT	3.19 KB
5. Markov Decision Process.mp4	MP4	31.53 MB
5. Markov Decision Process.vtt	VTT	23.25 KB
6. Policy vs Plan.mp4	MP4	25.88 MB
6. Policy vs Plan.vtt	VTT	125.68 MB
7. Adding a Living Penalty.mp4	MP4	20.05 MB
7. Adding a Living Penalty.vtt	VTT	12.45 KB
8. Q-Learning Intuition.mp4	MP4	29.77 MB
8. Q-Learning Intuition.vtt	VTT	19.13 KB
9. Temporal Difference.mp4	MP4	38.62 MB
9. Temporal Difference.vtt	VTT	25.08 KB

4. Q-Learning Visualization

	1. Q-Learning Visualization.mp4	MP4	49.54 MB
	1. Q-Learning Visualization.vtt	VTT	18.24 KB

5. ---------- Part 1 - Deep Q-Learning ----------

1. Welcome to Part 1 - Deep Q-Learning.html

HTML

1.13 KB

6. Deep Q-Learning Intuition

1. Plan of Attack.mp4	MP4	3.74 MB
1. Plan of Attack.vtt	VTT	3.19 KB
2. Deep Q-Learning Intuition - Learning.mp4	MP4	30.96 MB
2. Deep Q-Learning Intuition - Learning.vtt	VTT	19.6 KB
3. Deep Q-Learning Intuition - Acting.mp4	MP4	12.77 MB
3. Deep Q-Learning Intuition - Acting.vtt	VTT	8.43 KB
4. Experience Replay.mp4	MP4	32.2 MB
4. Experience Replay.vtt	VTT	20.68 KB
5. Action Selection Policies.mp4	MP4	34.9 MB
5. Action Selection Policies.vtt	VTT	21.09 KB

7. Deep Q-Learning Implementation

1. Plan of Attack.html	HTML	1.84 KB
10. Self Driving Car - Step 7.mp4	MP4	11.7 MB
10. Self Driving Car - Step 7.vtt	VTT	7.22 KB
11. Self Driving Car - Step 8.mp4	MP4	22.85 MB
11. Self Driving Car - Step 8.vtt	VTT	13.09 KB
12. Self Driving Car - Step 9.mp4	MP4	36.57 MB
12. Self Driving Car - Step 9.vtt	VTT	20.74 KB
13. Self Driving Car - Step 10.mp4	MP4	29.53 MB
13. Self Driving Car - Step 10.vtt	VTT	17.14 KB
14. Self Driving Car - Step 11.mp4	MP4	34.14 MB
14. Self Driving Car - Step 11.vtt	VTT	18.56 KB
15. Self Driving Car - Step 12.mp4	MP4	32.41 MB
15. Self Driving Car - Step 12.vtt	VTT	15.51 KB
16. Self Driving Car - Step 13.mp4	MP4	30.64 MB
16. Self Driving Car - Step 13.vtt	VTT	14.53 KB
17. Self Driving Car - Step 14.mp4	MP4	6.78 MB
17. Self Driving Car - Step 14.vtt	VTT	3.7 KB
18. Self Driving Car - Step 15.mp4	MP4	12.83 MB
18. Self Driving Car - Step 15.vtt	VTT	6.96 KB
19. Self Driving Car - Step 16.mp4	MP4	18.12 MB
19. Self Driving Car - Step 16.vtt	VTT	8.53 KB
2. Where to get the Materials.html	HTML	407 B
3. Getting Started.mp4	MP4	13.77 MB
3. Getting Started.vtt	VTT	7.81 KB
4. Self Driving Car - Step 1.mp4	MP4	22.1 MB
4. Self Driving Car - Step 1.vtt	VTT	11.69 KB
5. Self Driving Car - Step 2.mp4	MP4	44.31 MB
5. Self Driving Car - Step 2.vtt	VTT	20.22 KB
6. Self Driving Car - Step 3.mp4	MP4	15.83 MB
6. Self Driving Car - Step 3.vtt	VTT	7.92 KB
7. Self Driving Car - Step 4.mp4	MP4	27.11 MB
7. Self Driving Car - Step 4.vtt	VTT	18.28 KB
8. Self Driving Car - Step 5.mp4	MP4	11.66 MB
8. Self Driving Car - Step 5.vtt	VTT	7.71 KB
9. Self Driving Car - Step 6.mp4	MP4	11.8 MB
9. Self Driving Car - Step 6.vtt	VTT	7.34 KB

8. Deep Q-Learning Visualization

1. Self Driving Car - Level 1.mp4	MP4	22.32 MB
1. Self Driving Car - Level 1.vtt	VTT	11.91 KB
2. Self Driving Car - Level 2.mp4	MP4	11.8 MB
2. Self Driving Car - Level 2.vtt	VTT	5.76 KB
3. Self Driving Car - Level 3.mp4	MP4	18.53 MB
3. Self Driving Car - Level 3.vtt	VTT	6.82 KB
4. Self Driving Car - Level 4.mp4	MP4	69.85 MB
4. Self Driving Car - Level 4.vtt	VTT	6.14 KB
5. Challenge Solutions.html	HTML	416 B

9. ---------- Part 2 - Deep Convolutional Q-Learning ----------

1. Welcome to Part 2 - Deep Convolutional Q-Learning.html

HTML

671 B

[FreeCourseLab.com].url

URL

126 B

Description

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Udemy - Artificial Intelligence A-Z™: Learn How To Build An AI

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