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

  • Category Other
  • Type Tutorials
  • Language English
  • Total size 2.4 GB
  • Uploaded By LMorningStar
  • Downloads 304
  • Last checked 1 week ago
  • Date uploaded 2 weeks ago
  • Seeders 0
  • Leechers 54

Infohash : C9B48EB2995B42A1E0F69D7062129587538EDD78

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



Combine the power of Data Science, Machine Learning and Deep Learning to create powerful AI for Real-World applications!

What you'll learn?

Build an AI
Understand the theory behind Artificial Intelligence
Make a virtual Self Driving Car
Make an AI to beat games
Solve Real World Problems with AI
Master the State of the Art AI models
Q-Learning
Deep Q-Learning
Deep Convolutional Q-Learning
A3

Description

Created by Hadelin de Ponteves, Kirill Eremenko, SuperDataScience Team, SuperDataScience Support
Last updated 2/2020
English

Get Paid Udemy Course For Free: FreeAllCourse.Com 


Files:

[FreeAllCourse.Com] Udemy - Artificial Intelligence A-Z™ Learn How To Build An AI 1. Welcome to the course!
  • 1. Why AI.mp4 (12.6 MB)
  • 1. Why AI.srt (8.1 KB)
  • 2. Course Structure.html (1.6 KB)
  • 3. BONUS Learning Paths.html (2.4 KB)
  • 4. Installing Anaconda.mp4 (22.9 MB)
  • 4. Installing Anaconda.srt (4.9 KB)
  • 5. BONUS Meet Your Instructors.html (1.6 KB)
  • 6. Updates on Udemy Reviews.mp4 (51.4 MB)
  • 6. Updates on Udemy Reviews.srt (3.6 KB)
  • 7. This PDF resource will help you a lot!.html (0.7 KB)
  • 7.1 Artificial_Intelligence_A_Z___Learn_How_To_Build_An_AI (2).pdf.pdf (1.4 MB)
  • 8. FAQBot!.html (1.8 KB)
10. Deep Convolutional Q-Learning Intuition
  • 1. Plan of Attack.mp4 (5.5 MB)
  • 1. Plan of Attack.srt (4.8 KB)
  • 2. Deep Convolutional Q-Learning Intuition.mp4 (15.6 MB)
  • 2. Deep Convolutional Q-Learning Intuition.srt (10.5 KB)
  • 3. Eligibility Trace.mp4 (16.0 MB)
  • 3. Eligibility Trace.srt (12.8 KB)
11. Deep Convolutional Q-Learning Implementation
  • 1. Plan of Attack.html (1.8 KB)
  • 10. Doom - Step 8.mp4 (14.1 MB)
  • 10. Doom - Step 8.srt (10.0 KB)
  • 11. Doom - Step 9.mp4 (8.3 MB)
  • 11. Doom - Step 9.srt (5.4 KB)
  • 12. Doom - Step 10.mp4 (19.3 MB)
  • 12. Doom - Step 10.srt (11.5 KB)
  • 13. Doom - Step 11.mp4 (19.9 MB)
  • 13. Doom - Step 11.srt (9.5 KB)
  • 14. Doom - Step 12.mp4 (9.9 MB)
  • 14. Doom - Step 12.srt (6.2 KB)
  • 15. Doom - Step 13.mp4 (14.1 MB)
  • 15. Doom - Step 13.srt (9.6 KB)
  • 16. Doom - Step 14.mp4 (37.6 MB)
  • 16. Doom - Step 14.srt (21.7 KB)
  • 17. Doom - Step 15.mp4 (19.2 MB)
  • 17. Doom - Step 15.srt (11.5 KB)
  • 18. Doom - Step 16.mp4 (23.6 MB)
  • 18. Doom - Step 16.srt (14.2 KB)
  • 19. Doom - Step 17.mp4 (45.6 MB)
  • 19. Doom - Step 17.srt (26.7 KB)
  • 2. Where to get the Materials.html (0.4 KB)
  • 3. Doom - Step 1.mp4 (29.5 MB)
  • 3. Doom - Step 1.srt (8.6 KB)
  • 4. Doom - Step 2.mp4 (18.4 MB)
  • 4. Doom - Step 2.srt (14.4 KB)
  • 5. Doom - Step 3.mp4 (18.8 MB)
  • 5. Doom - Step 3.srt (14.0 KB)
  • 6. Doom - Step 4.mp4 (21.4 MB)
  • 6. Doom - Step 4.srt (15.4 KB)
  • 7. Doom - Step 5.mp4 (30.0 MB)
  • 7. Doom - Step 5.srt (20.4 KB)
  • 8. Doom - Step 6.mp4 (14.6 MB)
  • 8. Doom - Step 6.srt (9.4 KB)
  • 9. Doom - Step 7.mp4 (10.0 MB)
  • 9. Doom - Step 7.srt (6.6 KB)
12. Deep Convolutional Q-Learning Visualization
  • 1. Watching our AI play Doom.mp4 (154.9 MB)
  • 1. Watching our AI play Doom.srt (31.4 KB)
13. ---------- Part 3 - A3C ----------
  • 1. Welcome to Part 3 - A3C.html (0.5 KB)
14. A3C Intuition
  • 1. Plan of Attack.mp4 (5.8 MB)
  • 1. Plan of Attack.srt (5.3 KB)
  • 2. The three A's in A3C.mp4 (38.7 MB)
  • 2. The three A's in A3C.srt (6.6 KB)
  • 3. Actor-Critic.mp4 (13.7 MB)
  • 3. Actor-Critic.srt (10.1 KB)
  • 4. Asynchronous.mp4 (23.9 MB)
  • 4. Asynchronous.srt (18.1 KB)
  • 5. Advantage.mp4 (31.9 MB)
  • 5. Advantage.srt (22.5 KB)
  • 6. LSTM Layer.mp4 (31.0 MB)
  • 6. LSTM Layer.srt (24.0 KB)
15. A3C Implementation
  • 1. Plan of Attack.html (1.9 KB)
  • 10. Breakout - Step 8.mp4 (22.8 MB)
  • 10. Breakout - Step 8.srt (15.9 KB)
  • 11. Breakout - Step 9.mp4 (24.4 MB)
  • 11. Breakout - Step 9.srt (15.0 KB)
  • 12. Breakout - Step 10.mp4 (18.2 MB)
  • 12. Breakout - Step 10.srt (10.5 KB)
  • 13. Breakout - Step 11.mp4 (11.2 MB)
  • 13. Breakout - Step 11.srt (6.8 KB)
  • 14. Breakout - Step 12.mp4 (34.4 MB)
  • 14. Breakout - Step 12.srt (19.8 KB)
  • 15. Breakout - Step 13.mp4 (19.3 MB)
  • 15. Breakout - Step 13.srt (11.7 KB)
  • 16. Breakout - Step 14.mp4 (11.8 MB)
  • 16. Breakout - Step 14.srt (7.6 KB)
  • 2. Where to get the Materials.html (0.4 KB)
  • 3. Breakout - Step 1.mp4 (25.0 MB)
  • 3. Breakout - Step 1.srt (15.4 KB)
  • 4. Breakout - Step 2.mp4 (14.6 MB)
  • 4. Breakout - Step 2.srt (11.6 KB)
  • 5. Breakout - Step 3.mp4 (24.2 MB)
  • 5. Breakout - Step 3.srt (15.6 KB)
  • 6. Breakout - Step 4.mp4 (27.2 MB)
  • 6. Breakout - Step 4.srt (17.6 KB)
  • 7. Breakout - Step 5.mp4 (24.7 MB)
  • 7. Breakout - Step 5.srt (14.7 KB)
  • 8. Breakout - Step 6.mp4 (27.1 MB)
  • 8. Breakout - Step 6.srt (16.8 KB)
  • 9. Breakout - Step 7.mp4 (19.7 MB)
  • 9. Breakout - Step 7.srt (11.1 KB)
16. A3C Visualization
  • 1. Watching our AI play Breakout.mp4 (90.7 MB)
  • 1. Watching our AI play Breakout.srt (13.7 KB)
  • 2. THANK YOU bonus video.mp4 (52.3 MB)
  • 2. THANK YOU bonus video.srt (2.3 KB)
17. Annex 1 Artificial Neural Networks
  • 1. What is Deep Learning.mp4 (28.4 MB)
  • 1. What is Deep Learning.srt (18.1 KB)
  • 2. Plan of Attack.mp4 (4.7 MB)
  • 2. Plan of Attack.srt (4.0 KB)
  • 3. The Neuron.mp4 (28.8 MB)
  • 3. The Neuron.srt (24.9 KB)
  • 4. The Activation Function.mp4 (14.6 MB)
  • 4. The Activation Function.srt (12.0 KB)
  • 5. How do Neural Networks work.mp4 (22.6 MB)
  • 5. How do Neural Networks work.srt (19.1 KB)
  • 6. How do Neural Networks learn.mp4 (25.5 MB)
  • 6. How do Neural Networks learn.srt (18.9 KB)
  • 7. Gradient Descent.mp4 (18.1 MB)
  • 7. Gradient Descent.srt (7.3 MB)
  • 8. Stochastic Gradient Descent.mp4 (16.3 MB)
  • 8. Stochastic Gradient Descent.srt (12.1 KB)
  • 9. Backpropagation.mp4 (10.6 MB)
  • 9. Backpropagation.srt (7.1 KB)
18. Annex 2 Convolutional Neural Networks
  • 1. Plan of Attack.mp4 (5.9 MB)
  • 1. Plan of Attack.srt (5.2 KB)
  • 2. What are convolutional neural networks.mp4 (28.3 MB)
  • 2. What are convolutional neural networks.srt (22.1 KB)
  • 3. Step 1 - Convolution Operation.mp4 (29.9 MB)
  • 3. Step 1 - Convolution Operation.srt (23.2 KB)
  • 4. Step 1(b) - ReLU Layer.mp4 (13.4 MB)
  • 4. Step 1(b) - ReLU Layer.srt (9.2 KB)
  • 5. Step 2 - Pooling.mp4 (33.5 MB)
  • 5. Step 2 - Pooling.srt (21.0 KB)
  • 6. Step 3 - Flattening.mp4 (3.2 MB)
  • 6. Step 3 - Flattening.srt (2.5 KB)
  • 7. Step 4 - Full Connection.mp4 (40.2 MB)
  • 7. Step 4 - Full Connection.srt (28.6 KB)
  • 8. Summary.mp4 (7.8 MB)
  • 8. Summary.srt (6.0 KB)
  • 9. Softmax & Cross-Entropy.mp4 (32.6 MB)
  • 9. Softmax & Cross-Entropy.srt (25.3 KB)
19. Bonus Lectures
  • 1. YOUR SPECIAL BONUS.html (2.4 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 (6.8 MB)
  • 1. Plan of Attack.srt (5.6 KB)
  • 2. What is reinforcement learning.mp4 (20.3 MB)
  • 2. What is reinforcement learning.srt (18.1 KB)
  • 3. The Bellman Equation.mp4 (35.5 MB)
  • 3. The Bellman Equation.srt (30.1 KB)
  • 4. The Plan.mp4 (4.5 MB)
  • 4. The Plan.srt (3.6 KB)
  • 5. Markov Decision Process.mp4 (31.5 MB)
  • 5. Markov Decision Process.srt (26.7 KB)
  • 6. Policy vs Plan.mp4 (25.9 MB)
  • 6. Policy vs Plan.srt (21.3 KB)
  • 7. Adding a Living Penalty.mp4 (20.0 MB)
  • 7. Adding a Living Penalty.srt (14.1 KB)
  • 8. Q-Learning Intuition.mp4 (29.8 MB)
  • 8. Q-Learning Intuition.srt (21.9 KB)
  • 9. Temporal Difference.mp4 (38.6 MB)
  • 9. Temporal Difference.srt (28.7 KB)
4. Q-Learning Visualization
  • 1. Q-Learning Visualization.mp4 (49.5 MB)
  • 1. Q-Learning Visualization.srt (21.3 KB)
5. ---------- Part 1 - Deep Q-Learning ----------
  • 1. Welcome to Part 1 - Deep Q-Learning.html (1.1 KB)
6. Deep Q-Learning Intuition
  • 1. Plan of Attack.mp4 (3.7 MB)
  • 1. Plan of Attack.srt (3.6 KB)
  • 2. Deep Q-Learning Intuition - Learning.mp4 (31.0 MB)
  • 2. Deep Q-Learning Intuition - Learning.srt (22.2 KB)
  • 3. Deep Q-Learning Intuition - Acting.mp4 (12.8 MB)
  • 3. Deep Q-Learning Intuition - Acting.srt (9.6 KB)
  • 4. Experience Replay.mp4 (32.2 MB)
  • 4. Experience Replay.srt (23.5 KB)
  • 5. Action Selection Policies.mp4 (34.9 MB)
  • 5. Action Selection Policies.srt (23.9 KB)
7. Deep Q-Learning Implementation
  • 1. Plan of Attack.html (1.8 KB)
  • 10. Self Driving Car - Step 7.mp4 (11.7 MB)
  • 10. Self Driving Car - Step 7.srt (8.3 KB)
  • 11. Self Driving Car - Step 8.mp4 (22.8 MB)
  • 11. Self Driving Car - Step 8.srt (15.0 KB)
  • 12. Self Driving Car - Step 9.mp4 (36.6 MB)
  • 12. Self Driving Car - Step 9.srt (23.9 KB)
  • 13. Self Driving Car - Step 10.mp4 (29.5 MB)
  • 13. Self Driving Car - Step 10.srt (19.7 KB)
  • 14. Self Driving Car - Step 11.mp4 (34.1 MB)
  • 14. Self Driving Car - Step 11.srt (21.3 KB)
  • 15. Self Driving Car - Step 12.mp4 (32.4 MB)
  • 15. Self Driving Car - Step 12.srt (17.7 KB)
  • 16. Self Driving Car - Step 13.mp4 (30.6 MB)
  • 16. Self Driving Car - Step 13.srt (16.7 KB)
  • 17. Self Driving Car - Step 14.mp4 (6.8 MB)
  • 17. Self Driving Car - Step 14.srt (4.2 KB)
  • 18. Self Driving Car - Step 15.mp4 (12.8 MB)
  • 18. Self Driving Car - Step 15.srt (7.9 KB)
  • 19. Self Driving Car - Step 16.mp4 (18.1 MB)
  • 19. Self Driving Car - Step 16.srt (9.7 KB)
  • 2. Where to get the Materials.html (0.4 KB)
  • 3. Getting Started.mp4 (13.8 MB)
  • 3. Getting Started.srt (8.9 KB)
  • 4. Self Driving Car - Step 1.mp4 (22.1 MB)
  • 4. Self Driving Car - Step 1.srt (13.3 KB)
  • 5. Self Driving Car - Step 2.mp4 (44.3 MB)
  • 5. Self Driving Car - Step 2.srt (23.2 KB)
  • 6. Self Driving Car - Step 3.mp4 (15.8 MB)
  • 6. Self Driving Car - Step 3.srt (9.0 KB)
  • 7. Self Driving Car - Step 4.mp4 (27.1 MB)
  • 7. Self Driving Car - Step 4.srt (21.0 KB)
  • 8. Self Driving Car - Step 5.mp4 (11.6 MB)
  • 8. Self Driving Car - Step 5.srt (8.8 KB)
  • 9. Self Driving Car - Step 6.mp4 (11.8 MB)
  • 9. Self Driving Car - Step 6.srt (8.3 KB)
8. Deep Q-Learning Visualization
  • 1. Self Driving Car - Level 1.mp4 (22.3 MB)
  • 1. Self Driving Car - Level 1.srt (13.8 KB)
  • 2. Self Driving Car - Level 2.mp4 (11.8 MB)
  • 2. Self Driving Car - Level 2.srt (6.9 KB)
  • 3. Self Driving Car - Level 3.mp4 (18.5 MB)
  • 3. Self Driving Car - Level 3.srt (8.1 KB)
  • 4. Self Driving Car - Level 4.mp4 (69.8 MB)
  • 4. Self Driving Car - Level 4.srt (7.1 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)
  • Read Me.txt (1.0 KB)
  • [FreeAllCourse.Com].URL (0.2 KB)

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