FreeCourseLab com Udemy Artificial Intelligence Learn How To Build An AI

FreeCourseLab com Udemy Artificial Intelligence Learn How To Build An AI

Name	[FreeCourseLab.com] Udemy - Artificial Intelligence A-Z™ Learn How To Build An AI	DOWNLOAD Copy Link
Total Size	2.5 GB
Total Files	213
Hash	FCB31C2528B645358EA762A4A32CC728BC6771E9

/1. Welcome to the course!/
1. Why AI.mp4	13.2 MB
1. Why AI.vtt	7.2 KB
2. Course Structure.html	1.6 KB
3. Installing Anaconda.mp4	24.0 MB
3. Installing Anaconda.vtt	4.3 KB
4. BONUS Meet Your Instructors.html	1.7 KB
5. Updates on Udemy Reviews.mp4	53.9 MB
5. Updates on Udemy Reviews.vtt	3.3 KB
/10. Deep Convolutional Q-Learning Intuition/
1. Plan of Attack.mp4	5.8 MB
1. Plan of Attack.vtt	4.4 KB
2. Deep Convolutional Q-Learning Intuition.mp4	16.3 MB
2. Deep Convolutional Q-Learning Intuition.vtt	9.5 KB
3. Eligibility Trace.mp4	16.8 MB
3. Eligibility Trace.vtt	11.5 KB
/11. Deep Convolutional Q-Learning Implementation/
1. Plan of Attack.html	1.9 KB
10. Doom - Step 8.mp4	14.8 MB
10. Doom - Step 8.vtt	8.9 KB
11. Doom - Step 9.mp4	8.7 MB
11. Doom - Step 9.vtt	4.9 KB
12. Doom - Step 10.mp4	20.2 MB
12. Doom - Step 10.vtt	10.3 KB
13. Doom - Step 11.mp4	20.8 MB
13. Doom - Step 11.vtt	8.5 KB
14. Doom - Step 12.mp4	10.3 MB
14. Doom - Step 12.vtt	5.6 KB
15. Doom - Step 13.mp4	14.8 MB
15. Doom - Step 13.vtt	8.7 KB
16. Doom - Step 14.mp4	39.4 MB
16. Doom - Step 14.vtt	19.5 KB
17. Doom - Step 15.mp4	20.1 MB
17. Doom - Step 15.vtt	10.3 KB
18. Doom - Step 16.mp4	24.7 MB
18. Doom - Step 16.vtt	12.8 KB
19. Doom - Step 17.mp4	47.8 MB
19. Doom - Step 17.vtt	23.8 KB
2. Where to get the Materials.html	0.4 KB
3. Doom - Step 1.mp4	31.0 MB
3. Doom - Step 1.vtt	7.7 KB
4. Doom - Step 2.mp4	19.3 MB
4. Doom - Step 2.vtt	12.9 KB
5. Doom - Step 3.mp4	19.7 MB
5. Doom - Step 3.vtt	12.6 KB
6. Doom - Step 4.mp4	22.5 MB
6. Doom - Step 4.vtt	13.8 KB
7. Doom - Step 5.mp4	31.5 MB
7. Doom - Step 5.vtt	18.2 KB
8. Doom - Step 6.mp4	15.3 MB
8. Doom - Step 6.vtt	8.4 KB
9. Doom - Step 7.mp4	10.5 MB
9. Doom - Step 7.vtt	6.0 KB
/12. Deep Convolutional Q-Learning Visualization/
1. Watching our AI play Doom.mp4	162.5 MB
1. Watching our AI play Doom.vtt	26.5 KB
/13. ---------- Part 3 - A3C ----------/
1. Welcome to Part 3 - A3C.html	0.5 KB
/14. A3C Intuition/
1. Plan of Attack.mp4	6.1 MB
1. Plan of Attack.vtt	4.8 KB
2. The three A's in A3C.mp4	40.6 MB
2. The three A's in A3C.vtt	6.0 KB
3. Actor-Critic.mp4	14.4 MB
3. Actor-Critic.vtt	9.2 KB
4. Asynchronous.mp4	25.0 MB
4. Asynchronous.vtt	16.3 KB
5. Advantage.mp4	33.5 MB
5. Advantage.vtt	20.3 KB
6. LSTM Layer.mp4	32.5 MB
6. LSTM Layer.vtt	21.6 KB
/15. A3C Implementation/
1. Plan of Attack.html	1.9 KB
10. Breakout - Step 8.mp4	24.0 MB
10. Breakout - Step 8.vtt	14.2 KB
11. Breakout - Step 9.mp4	25.6 MB
11. Breakout - Step 9.vtt	13.5 KB
12. Breakout - Step 10.mp4	19.1 MB
12. Breakout - Step 10.vtt	9.4 KB
13. Breakout - Step 11.mp4	11.7 MB
13. Breakout - Step 11.vtt	6.1 KB
14. Breakout - Step 12.mp4	36.1 MB
14. Breakout - Step 12.vtt	17.7 KB
15. Breakout - Step 13.mp4	20.3 MB
15. Breakout - Step 13.vtt	10.5 KB
16. Breakout - Step 14.mp4	12.3 MB
16. Breakout - Step 14.vtt	6.8 KB
2. Where to get the Materials.html	0.4 KB
3. Breakout - Step 1.mp4	26.2 MB
3. Breakout - Step 1.vtt	13.8 KB
4. Breakout - Step 2.mp4	15.3 MB
4. Breakout - Step 2.vtt	10.4 KB
5. Breakout - Step 3.mp4	25.3 MB
5. Breakout - Step 3.vtt	14.0 KB
6. Breakout - Step 4.mp4	28.5 MB
6. Breakout - Step 4.vtt	15.8 KB
7. Breakout - Step 5.mp4	25.9 MB
7. Breakout - Step 5.vtt	13.1 KB
8. Breakout - Step 6.mp4	28.4 MB
8. Breakout - Step 6.vtt	15.0 KB
9. Breakout - Step 7.mp4	20.7 MB
9. Breakout - Step 7.vtt	10.0 KB
/16. A3C Visualization/
1. Watching our AI play Breakout.mp4	95.1 MB
1. Watching our AI play Breakout.vtt	11.6 KB
/17. Annex 1 Artificial Neural Networks/
1. What is Deep Learning.mp4	29.7 MB
1. What is Deep Learning.vtt	16.3 KB
2. Plan of Attack.mp4	4.9 MB
2. Plan of Attack.vtt	3.6 KB
3. The Neuron.mp4	30.2 MB
3. The Neuron.vtt	22.4 KB
4. The Activation Function.mp4	15.2 MB
4. The Activation Function.vtt	10.8 KB
5. How do Neural Networks work.mp4	23.7 MB
5. How do Neural Networks work.vtt	17.2 KB
6. How do Neural Networks learn.mp4	26.7 MB
6. How do Neural Networks learn.vtt	16.9 KB
7. Gradient Descent.mp4	19.0 MB
7. Gradient Descent.vtt	12.6 KB
8. Stochastic Gradient Descent.mp4	17.1 MB
8. Stochastic Gradient Descent.vtt	11.0 KB
9. Backpropagation.mp4	11.2 MB
9. Backpropagation.vtt	6.5 KB
/18. Annex 2 Convolutional Neural Networks/
1. Plan of Attack.mp4	6.1 MB
1. Plan of Attack.vtt	4.7 KB
2. What are convolutional neural networks.mp4	29.6 MB
2. What are convolutional neural networks.vtt	19.8 KB
3. Step 1 - Convolution Operation.mp4	31.4 MB
3. Step 1 - Convolution Operation.vtt	20.9 KB
4. Step 1(b) - ReLU Layer.mp4	14.1 MB
4. Step 1(b) - ReLU Layer.vtt	8.3 KB
5. Step 2 - Pooling.mp4	35.1 MB
5. Step 2 - Pooling.vtt	18.8 KB
6. Step 3 - Flattening.mp4	3.3 MB
6. Step 3 - Flattening.vtt	2.3 KB
7. Step 4 - Full Connection.mp4	42.1 MB
7. Step 4 - Full Connection.vtt	25.7 KB
8. Summary.mp4	8.2 MB
8. Summary.vtt	5.5 KB
9. Softmax & Cross-Entropy.mp4	34.2 MB
9. Softmax & Cross-Entropy.vtt	22.7 KB
/19. Bonus Lectures/
1. YOUR SPECIAL BONUS.html	2.3 KB
/2. ---------- Part 0 - Fundamentals Of Reinforcement Learning ----------/
1. Welcome to Part 0 - Fundamentals of Reinforcement Learning.html	1.2 KB
/3. Q-Learning Intuition/
1. Plan of Attack.mp4	7.1 MB
1. Plan of Attack.vtt	5.1 KB
2. What is reinforcement learning.mp4	21.3 MB
2. What is reinforcement learning.vtt	16.4 KB
3. The Bellman Equation.mp4	37.2 MB
3. The Bellman Equation.vtt	26.9 KB
4. The Plan.mp4	4.7 MB
4. The Plan.vtt	3.3 KB
5. Markov Decision Process.mp4	33.0 MB
5. Markov Decision Process.vtt	23.8 KB
6. Policy vs Plan.mp4	27.1 MB
6. Policy vs Plan.vtt	19.0 KB
7. Adding a Living Penalty.mp4	21.0 MB
7. Adding a Living Penalty.vtt	12.7 KB
8. Q-Learning Intuition.mp4	31.2 MB
8. Q-Learning Intuition.vtt	19.6 KB
9. Temporal Difference.mp4	40.5 MB
9. Temporal Difference.vtt	25.7 KB
/4. Q-Learning Visualization/
1. Q-Learning Visualization.mp4	51.9 MB
1. Q-Learning Visualization.vtt	18.7 KB
/5. ---------- Part 1 - Deep Q-Learning ----------/
1. Welcome to Part 1 - Deep Q-Learning.html	1.2 KB
/6. Deep Q-Learning Intuition/
1. Plan of Attack.mp4	3.9 MB
1. Plan of Attack.vtt	3.3 KB
2. Deep Q-Learning Intuition - Learning.mp4	32.5 MB
2. Deep Q-Learning Intuition - Learning.vtt	20.1 KB
3. Deep Q-Learning Intuition - Acting.mp4	13.4 MB
3. Deep Q-Learning Intuition - Acting.vtt	8.6 KB
4. Experience Replay.mp4	33.8 MB
4. Experience Replay.vtt	21.2 KB
5. Action Selection Policies.mp4	36.6 MB
5. Action Selection Policies.vtt	21.6 KB
/7. Deep Q-Learning Implementation/
1. Plan of Attack.html	1.9 KB
10. Self Driving Car - Step 7.mp4	12.3 MB
10. Self Driving Car - Step 7.vtt	7.4 KB
11. Self Driving Car - Step 8.mp4	24.0 MB
11. Self Driving Car - Step 8.vtt	13.4 KB
12. Self Driving Car - Step 9.mp4	38.3 MB
12. Self Driving Car - Step 9.vtt	21.2 KB
13. Self Driving Car - Step 10.mp4	31.0 MB
13. Self Driving Car - Step 10.vtt	17.6 KB
14. Self Driving Car - Step 11.mp4	35.8 MB
14. Self Driving Car - Step 11.vtt	19.0 KB
15. Self Driving Car - Step 12.mp4	34.0 MB
15. Self Driving Car - Step 12.vtt	15.9 KB
16. Self Driving Car - Step 13.mp4	32.1 MB
16. Self Driving Car - Step 13.vtt	14.9 KB
17. Self Driving Car - Step 14.mp4	7.1 MB
17. Self Driving Car - Step 14.vtt	3.8 KB
18. Self Driving Car - Step 15.mp4	13.5 MB
18. Self Driving Car - Step 15.vtt	7.1 KB
19. Self Driving Car - Step 16.mp4	19.0 MB
19. Self Driving Car - Step 16.vtt	8.7 KB
2. Where to get the Materials.html	0.4 KB
3. Getting Started.mp4	14.4 MB
3. Getting Started.vtt	8.0 KB
4. Self Driving Car - Step 1.mp4	23.2 MB
4. Self Driving Car - Step 1.vtt	12.0 KB
5. Self Driving Car - Step 2.mp4	46.5 MB
5. Self Driving Car - Step 2.vtt	20.7 KB
6. Self Driving Car - Step 3.mp4	16.6 MB
6. Self Driving Car - Step 3.vtt	8.1 KB
7. Self Driving Car - Step 4.mp4	28.4 MB
7. Self Driving Car - Step 4.vtt	18.7 KB
8. Self Driving Car - Step 5.mp4	12.2 MB
8. Self Driving Car - Step 5.vtt	7.9 KB
9. Self Driving Car - Step 6.mp4	12.4 MB
9. Self Driving Car - Step 6.vtt	7.5 KB
/8. Deep Q-Learning Visualization/
1. Self Driving Car - Level 1.mp4	23.4 MB
1. Self Driving Car - Level 1.vtt	12.2 KB
2. Self Driving Car - Level 2.mp4	12.4 MB
2. Self Driving Car - Level 2.vtt	5.9 KB
3. Self Driving Car - Level 3.mp4	19.4 MB
3. Self Driving Car - Level 3.vtt	7.0 KB
4. Self Driving Car - Level 4.mp4	73.2 MB
4. Self Driving Car - Level 4.vtt	6.3 KB
5. Challenge Solutions.html	0.4 KB
/9. ---------- Part 2 - Deep Convolutional Q-Learning ----------/
1. Welcome to Part 2 - Deep Convolutional Q-Learning.html	0.7 KB
/
[FreeCourseLab.com].url	0.1 KB
Total files 213