| [FreeTutorials.Us] artificial-intelligence-az/01 Welcome to the course/001 Introduction.mp4 |
3.1 MB |
| [FreeTutorials.Us] artificial-intelligence-az/01 Welcome to the course/002 Where to get the Materials.html |
695 B |
| [FreeTutorials.Us] artificial-intelligence-az/01 Welcome to the course/003 BONUS Meet Your Instructors.html |
2 KB |
| [FreeTutorials.Us] artificial-intelligence-az/02 ---------- Part 0 - Fundamentals Of Reinforcement Learning ----------/004 Welcome to Part 0 - Fundamentals of Reinforcement Learning.html |
2 KB |
| [FreeTutorials.Us] artificial-intelligence-az/03 Q-Learning Intuition/005 Plan of Attack.mp4 |
6.8 MB |
| [FreeTutorials.Us] artificial-intelligence-az/03 Q-Learning Intuition/006 What is reinforcement learning.mp4 |
20.3 MB |
| [FreeTutorials.Us] artificial-intelligence-az/03 Q-Learning Intuition/007 The Bellman Equation.mp4 |
35.5 MB |
| [FreeTutorials.Us] artificial-intelligence-az/03 Q-Learning Intuition/008 The Plan.mp4 |
4.4 MB |
| [FreeTutorials.Us] artificial-intelligence-az/03 Q-Learning Intuition/009 Markov Decision Process.mp4 |
31.5 MB |
| [FreeTutorials.Us] artificial-intelligence-az/03 Q-Learning Intuition/010 Policy vs Plan.mp4 |
25.9 MB |
| [FreeTutorials.Us] artificial-intelligence-az/03 Q-Learning Intuition/011 Adding a Living Penalty.mp4 |
20 MB |
| [FreeTutorials.Us] artificial-intelligence-az/03 Q-Learning Intuition/012 Q-Learning Intuition.mp4 |
29.8 MB |
| [FreeTutorials.Us] artificial-intelligence-az/03 Q-Learning Intuition/013 Temporal Difference.mp4 |
38.6 MB |
| [FreeTutorials.Us] artificial-intelligence-az/03 Q-Learning Intuition/014 Q-Learning Visualization.mp4 |
49.5 MB |
| [FreeTutorials.Us] artificial-intelligence-az/04 ---------- Part 1 - Building a Self-Driving Car ----------/015 Welcome to Part 1 - Building a Self-Driving Car.html |
1 KB |
| [FreeTutorials.Us] artificial-intelligence-az/05 Deep Q-Learning Intuition/016 Plan of Attack.mp4 |
3.7 MB |
| [FreeTutorials.Us] artificial-intelligence-az/05 Deep Q-Learning Intuition/017 Deep Q-Learning Intuition - Learning.mp4 |
27 MB |
| [FreeTutorials.Us] artificial-intelligence-az/05 Deep Q-Learning Intuition/018 Deep Q-Learning Intuition - Acting.mp4 |
10.9 MB |
| [FreeTutorials.Us] artificial-intelligence-az/05 Deep Q-Learning Intuition/019 Experience Replay.mp4 |
27.9 MB |
| [FreeTutorials.Us] artificial-intelligence-az/05 Deep Q-Learning Intuition/020 Action Selection Policies.mp4 |
31.1 MB |
| [FreeTutorials.Us] artificial-intelligence-az/06 Installation for Part 1/021 Plan of Attack Practical Tutorials.html |
778 B |
| [FreeTutorials.Us] artificial-intelligence-az/06 Installation for Part 1/022 Where to get the Materials.html |
694 B |
| [FreeTutorials.Us] artificial-intelligence-az/06 Installation for Part 1/023 Windows Option 1 End-to-End installation steps.html |
2 KB |
| [FreeTutorials.Us] artificial-intelligence-az/06 Installation for Part 1/024 Windows Option 2 - Part A Installing Ubuntu on Windows.mp4 |
55.4 MB |
| [FreeTutorials.Us] artificial-intelligence-az/06 Installation for Part 1/025 Windows Option 2 - Part B Installing PyTorch and Kivy on your Ubuntu VM.html |
869 B |
| [FreeTutorials.Us] artificial-intelligence-az/06 Installation for Part 1/026 Mac or Linux Installing Anaconda.mp4 |
14.5 MB |
| [FreeTutorials.Us] artificial-intelligence-az/06 Installation for Part 1/027 Mac or Linux Installing PyTorch and Kivy.mp4 |
16.7 MB |
| [FreeTutorials.Us] artificial-intelligence-az/06 Installation for Part 1/028 Getting Started.mp4 |
13.8 MB |
| [FreeTutorials.Us] artificial-intelligence-az/07 Creating the environment/029 Self Driving Car - Step 1.mp4 |
22.1 MB |
| [FreeTutorials.Us] artificial-intelligence-az/07 Creating the environment/030 Self Driving Car - Step 2.mp4 |
44.3 MB |
| [FreeTutorials.Us] artificial-intelligence-az/08 Building an AI/031 Self Driving Car - Step 3.mp4 |
15.8 MB |
| [FreeTutorials.Us] artificial-intelligence-az/08 Building an AI/032 Self Driving Car - Step 4.mp4 |
27.1 MB |
| [FreeTutorials.Us] artificial-intelligence-az/08 Building an AI/033 Self Driving Car - Step 5.mp4 |
11.6 MB |
| [FreeTutorials.Us] artificial-intelligence-az/08 Building an AI/034 Self Driving Car - Step 6.mp4 |
11.8 MB |
| [FreeTutorials.Us] artificial-intelligence-az/08 Building an AI/035 Self Driving Car - Step 7.mp4 |
11.7 MB |
| [FreeTutorials.Us] artificial-intelligence-az/08 Building an AI/036 Self Driving Car - Step 8.mp4 |
22.8 MB |
| [FreeTutorials.Us] artificial-intelligence-az/08 Building an AI/037 Self Driving Car - Step 9.mp4 |
36.6 MB |
| [FreeTutorials.Us] artificial-intelligence-az/08 Building an AI/038 Self Driving Car - Step 10.mp4 |
29.5 MB |
| [FreeTutorials.Us] artificial-intelligence-az/08 Building an AI/039 Self Driving Car - Step 11.mp4 |
34.1 MB |
| [FreeTutorials.Us] artificial-intelligence-az/08 Building an AI/040 Self Driving Car - Step 12.mp4 |
32.4 MB |
| [FreeTutorials.Us] artificial-intelligence-az/08 Building an AI/041 Self Driving Car - Step 13.mp4 |
30.6 MB |
| [FreeTutorials.Us] artificial-intelligence-az/08 Building an AI/042 Self Driving Car - Step 14.mp4 |
6.8 MB |
| [FreeTutorials.Us] artificial-intelligence-az/08 Building an AI/043 Self Driving Car - Step 15.mp4 |
12.8 MB |
| [FreeTutorials.Us] artificial-intelligence-az/08 Building an AI/044 Self Driving Car - Step 16.mp4 |
18.1 MB |
| [FreeTutorials.Us] artificial-intelligence-az/09 Playing with the AI/045 Self Driving Car - Level 1.mp4 |
22.3 MB |
| [FreeTutorials.Us] artificial-intelligence-az/09 Playing with the AI/046 Self Driving Car - Level 2.mp4 |
11.8 MB |
| [FreeTutorials.Us] artificial-intelligence-az/09 Playing with the AI/047 Self Driving Car - Level 3.mp4 |
18.5 MB |
| [FreeTutorials.Us] artificial-intelligence-az/09 Playing with the AI/048 Self Driving Car - Level 4.mp4 |
69.8 MB |
| [FreeTutorials.Us] artificial-intelligence-az/09 Playing with the AI/049 Challenge Solutions.html |
570 B |
| [FreeTutorials.Us] artificial-intelligence-az/10 ---------- Part 2 - Teaching AI to Play Doom and Win ----------/050 Welcome to Part 2 - Teaching AI to Play Doom and Win.html |
795 B |
| [FreeTutorials.Us] artificial-intelligence-az/11 Deep Convolutional Q-Learning Intuition/051 Plan of Attack.mp4 |
5.5 MB |
| [FreeTutorials.Us] artificial-intelligence-az/11 Deep Convolutional Q-Learning Intuition/052 Deep Convolutional Q-Learning Intuition.mp4 |
14.3 MB |
| [FreeTutorials.Us] artificial-intelligence-az/11 Deep Convolutional Q-Learning Intuition/053 Eligibility Trace.mp4 |
14.5 MB |
| [FreeTutorials.Us] artificial-intelligence-az/12 Installation for Part 2/054 Where to get the Materials.html |
711 B |
| [FreeTutorials.Us] artificial-intelligence-az/12 Installation for Part 2/055 Installing Open AI Gym and ppaquette.html |
2 KB |
| [FreeTutorials.Us] artificial-intelligence-az/13 Building an AI/056 Doom - Step 1.mp4 |
29.5 MB |
| [FreeTutorials.Us] artificial-intelligence-az/13 Building an AI/057 Doom - Step 2.mp4 |
18.4 MB |
| [FreeTutorials.Us] artificial-intelligence-az/13 Building an AI/058 Doom - Step 3.mp4 |
18.8 MB |
| [FreeTutorials.Us] artificial-intelligence-az/13 Building an AI/059 Doom - Step 4.mp4 |
25.4 MB |
| [FreeTutorials.Us] artificial-intelligence-az/13 Building an AI/060 Doom - Step 5.mp4 |
30 MB |
| [FreeTutorials.Us] artificial-intelligence-az/13 Building an AI/061 Doom - Step 6.mp4 |
14.6 MB |
| [FreeTutorials.Us] artificial-intelligence-az/13 Building an AI/062 Doom - Step 7.mp4 |
10 MB |
| [FreeTutorials.Us] artificial-intelligence-az/13 Building an AI/063 Doom - Step 8.mp4 |
14.1 MB |
| [FreeTutorials.Us] artificial-intelligence-az/13 Building an AI/064 Doom - Step 9.mp4 |
8.3 MB |
| [FreeTutorials.Us] artificial-intelligence-az/13 Building an AI/065 Doom - Step 10.mp4 |
19.3 MB |
| [FreeTutorials.Us] artificial-intelligence-az/13 Building an AI/066 Doom - Step 11.mp4 |
19.9 MB |
| [FreeTutorials.Us] artificial-intelligence-az/13 Building an AI/067 Doom - Step 12.mp4 |
9.9 MB |
| [FreeTutorials.Us] artificial-intelligence-az/13 Building an AI/068 Doom - Step 13.mp4 |
14.1 MB |
| [FreeTutorials.Us] artificial-intelligence-az/13 Building an AI/069 Doom - Step 14.mp4 |
37.6 MB |
| [FreeTutorials.Us] artificial-intelligence-az/13 Building an AI/070 Doom - Step 15.mp4 |
19.2 MB |
| [FreeTutorials.Us] artificial-intelligence-az/13 Building an AI/071 Doom - Step 16.mp4 |
23.6 MB |
| [FreeTutorials.Us] artificial-intelligence-az/13 Building an AI/072 Doom - Step 17.mp4 |
45.6 MB |
| [FreeTutorials.Us] artificial-intelligence-az/14 Playing with the AI/073 Watching our AI play Doom.mp4 |
154.9 MB |
| [FreeTutorials.Us] artificial-intelligence-az/15 ---------- Part 3 - A3C ----------/074 Welcome to Part 3 - A3C.html |
766 B |
| [FreeTutorials.Us] artificial-intelligence-az/16 A3C Intuition/075 Plan of Attack.mp4 |
5.8 MB |
| [FreeTutorials.Us] artificial-intelligence-az/16 A3C Intuition/076 The three As in A3C.mp4 |
38.7 MB |
| [FreeTutorials.Us] artificial-intelligence-az/16 A3C Intuition/077 Actor-Critic.mp4 |
12.2 MB |
| [FreeTutorials.Us] artificial-intelligence-az/16 A3C Intuition/078 Asynchronous.mp4 |
20.6 MB |
| [FreeTutorials.Us] artificial-intelligence-az/16 A3C Intuition/079 Advantage.mp4 |
26.9 MB |
| [FreeTutorials.Us] artificial-intelligence-az/16 A3C Intuition/080 LSTM layer.mp4 |
27.2 MB |
| [FreeTutorials.Us] artificial-intelligence-az/17 Installation for Part 3/081 Installing OpenCV.html |
635 B |
| [FreeTutorials.Us] artificial-intelligence-az/17 Installation for Part 3/082 Download the code template here.html |
395 B |
| [FreeTutorials.Us] artificial-intelligence-az/17 Installation for Part 3/attached_files/082 Download the code template here/Breakout.zip |
752 KB |
| [FreeTutorials.Us] artificial-intelligence-az/18 Building an AI/083 Breakout - Step 1.mp4 |
25 MB |
| [FreeTutorials.Us] artificial-intelligence-az/18 Building an AI/084 Breakout - Step 2.mp4 |
14.6 MB |
| [FreeTutorials.Us] artificial-intelligence-az/18 Building an AI/085 Breakout - Step 3.mp4 |
24.2 MB |
| [FreeTutorials.Us] artificial-intelligence-az/18 Building an AI/086 Breakout - Step 4.mp4 |
27.9 MB |
| [FreeTutorials.Us] artificial-intelligence-az/18 Building an AI/087 Breakout - Step 5.mp4 |
24.7 MB |
| [FreeTutorials.Us] artificial-intelligence-az/18 Building an AI/088 Breakout - Step 6.mp4 |
27.1 MB |
| [FreeTutorials.Us] artificial-intelligence-az/18 Building an AI/089 Breakout - Step 7.mp4 |
19.7 MB |
| [FreeTutorials.Us] artificial-intelligence-az/18 Building an AI/090 Breakout - Step 8.mp4 |
22.8 MB |
| [FreeTutorials.Us] artificial-intelligence-az/18 Building an AI/091 Breakout - Step 9.mp4 |
24.4 MB |
| [FreeTutorials.Us] artificial-intelligence-az/18 Building an AI/092 Breakout - Step 10.mp4 |
18.2 MB |
| [FreeTutorials.Us] artificial-intelligence-az/18 Building an AI/093 Breakout - Step 11.mp4 |
11.2 MB |
| [FreeTutorials.Us] artificial-intelligence-az/18 Building an AI/094 Breakout - Step 12.mp4 |
34.4 MB |
| [FreeTutorials.Us] artificial-intelligence-az/18 Building an AI/095 Breakout - Step 13.mp4 |
19.3 MB |
| [FreeTutorials.Us] artificial-intelligence-az/18 Building an AI/096 Breakout - Step 14.mp4 |
11.8 MB |
| [FreeTutorials.Us] artificial-intelligence-az/18 Building an AI/097 Breakout - Step 15.mp4 |
90.7 MB |
| [FreeTutorials.Us] artificial-intelligence-az/19 Annex 1 Artificial Neural Networks/098 What is Deep Learning.mp4 |
28.4 MB |
| [FreeTutorials.Us] artificial-intelligence-az/19 Annex 1 Artificial Neural Networks/099 Plan of Attack.mp4 |
4.7 MB |
| [FreeTutorials.Us] artificial-intelligence-az/19 Annex 1 Artificial Neural Networks/100 The Neuron.mp4 |
28.8 MB |
| [FreeTutorials.Us] artificial-intelligence-az/19 Annex 1 Artificial Neural Networks/101 The Activation Function.mp4 |
14.5 MB |
| [FreeTutorials.Us] artificial-intelligence-az/19 Annex 1 Artificial Neural Networks/102 How do Neural Networks work.mp4 |
22.6 MB |
| [FreeTutorials.Us] artificial-intelligence-az/19 Annex 1 Artificial Neural Networks/103 How do Neural Networks learn.mp4 |
25.5 MB |
| [FreeTutorials.Us] artificial-intelligence-az/19 Annex 1 Artificial Neural Networks/104 Gradient Descent.mp4 |
18.1 MB |
| [FreeTutorials.Us] artificial-intelligence-az/19 Annex 1 Artificial Neural Networks/105 Stochastic Gradient Descent.mp4 |
16.3 MB |
| [FreeTutorials.Us] artificial-intelligence-az/19 Annex 1 Artificial Neural Networks/106 Backpropagation.mp4 |
10.6 MB |
| [FreeTutorials.Us] artificial-intelligence-az/20 Annex 2 Convolutional Neural Networks/107 Plan of Attack.mp4 |
5.8 MB |
| [FreeTutorials.Us] artificial-intelligence-az/20 Annex 2 Convolutional Neural Networks/108 What are convolutional neural networks.mp4 |
28.3 MB |
| [FreeTutorials.Us] artificial-intelligence-az/20 Annex 2 Convolutional Neural Networks/109 Step 1 - Convolution Operation.mp4 |
29.9 MB |
| [FreeTutorials.Us] artificial-intelligence-az/20 Annex 2 Convolutional Neural Networks/110 Step 1b - ReLU Layer.mp4 |
13.4 MB |
| [FreeTutorials.Us] artificial-intelligence-az/20 Annex 2 Convolutional Neural Networks/111 Step 2 - Pooling.mp4 |
33.5 MB |
| [FreeTutorials.Us] artificial-intelligence-az/20 Annex 2 Convolutional Neural Networks/112 Step 3 - Flattening.mp4 |
3.2 MB |
| [FreeTutorials.Us] artificial-intelligence-az/20 Annex 2 Convolutional Neural Networks/113 Step 4 - Full Connection.mp4 |
40.2 MB |
| [FreeTutorials.Us] artificial-intelligence-az/20 Annex 2 Convolutional Neural Networks/114 Summary.mp4 |
7.8 MB |
| [FreeTutorials.Us] artificial-intelligence-az/20 Annex 2 Convolutional Neural Networks/115 Softmax Cross-Entropy.mp4 |
32.6 MB |
| [FreeTutorials.Us] artificial-intelligence-az/21 Bonus Lectures/116 YOUR SPECIAL BONUS.html |
3 KB |
| [FreeTutorials.Us] artificial-intelligence-az/Freetutorials.us.url |
119 B |
| [FreeTutorials.Us] artificial-intelligence-az/[FreeTutorials.us].txt |
75 B |
Magnet link
