FreeTutorials Us artificial intelligence az | 0B32E3855B2E0AB46BFF8752BDF1CF489F35AF64

FreeTutorials Us artificial intelligence az

Name	[FreeTutorials.Us] artificial-intelligence-az	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	2.5 GB
Total Files	119
Hash	0B32E3855B2E0AB46BFF8752BDF1CF489F35AF64

/01 Welcome to the course/
001 Introduction.mp4	3.3 MB
002 Where to get the Materials.html	0.7 KB
003 BONUS Meet Your Instructors.html	1.9 KB
/02 ---------- Part 0 - Fundamentals Of Reinforcement Learning ----------/
004 Welcome to Part 0 - Fundamentals of Reinforcement Learning.html	2.1 KB
/03 Q-Learning Intuition/
005 Plan of Attack.mp4	7.1 MB
006 What is reinforcement learning.mp4	21.2 MB
007 The Bellman Equation.mp4	37.2 MB
008 The Plan.mp4	4.7 MB
009 Markov Decision Process.mp4	33.0 MB
010 Policy vs Plan.mp4	27.1 MB
011 Adding a Living Penalty.mp4	21.0 MB
012 Q-Learning Intuition.mp4	31.2 MB
013 Temporal Difference.mp4	40.5 MB
014 Q-Learning Visualization.mp4	51.9 MB
/04 ---------- Part 1 - Building a Self-Driving Car ----------/
015 Welcome to Part 1 - Building a Self-Driving Car.html	1.5 KB
/05 Deep Q-Learning Intuition/
016 Plan of Attack.mp4	3.9 MB
017 Deep Q-Learning Intuition - Learning.mp4	28.3 MB
018 Deep Q-Learning Intuition - Acting.mp4	11.5 MB
019 Experience Replay.mp4	29.2 MB
020 Action Selection Policies.mp4	32.6 MB
/06 Installation for Part 1/
021 Plan of Attack Practical Tutorials.html	0.8 KB
022 Where to get the Materials.html	0.7 KB
023 Windows Option 1 End-to-End installation steps.html	1.7 KB
024 Windows Option 2 - Part A Installing Ubuntu on Windows.mp4	58.0 MB
025 Windows Option 2 - Part B Installing PyTorch and Kivy on your Ubuntu VM.html	0.9 KB
026 Mac or Linux Installing Anaconda.mp4	15.2 MB
027 Mac or Linux Installing PyTorch and Kivy.mp4	17.5 MB
028 Getting Started.mp4	14.4 MB
/07 Creating the environment/
029 Self Driving Car - Step 1.mp4	23.2 MB
030 Self Driving Car - Step 2.mp4	46.5 MB
/08 Building an AI/
031 Self Driving Car - Step 3.mp4	16.6 MB
032 Self Driving Car - Step 4.mp4	28.4 MB
033 Self Driving Car - Step 5.mp4	12.2 MB
034 Self Driving Car - Step 6.mp4	12.4 MB
035 Self Driving Car - Step 7.mp4	12.3 MB
036 Self Driving Car - Step 8.mp4	23.9 MB
037 Self Driving Car - Step 9.mp4	38.3 MB
038 Self Driving Car - Step 10.mp4	31.0 MB
039 Self Driving Car - Step 11.mp4	35.8 MB
040 Self Driving Car - Step 12.mp4	34.0 MB
041 Self Driving Car - Step 13.mp4	32.1 MB
042 Self Driving Car - Step 14.mp4	7.1 MB
043 Self Driving Car - Step 15.mp4	13.5 MB
044 Self Driving Car - Step 16.mp4	19.0 MB
/09 Playing with the AI/
045 Self Driving Car - Level 1.mp4	23.4 MB
046 Self Driving Car - Level 2.mp4	12.4 MB
047 Self Driving Car - Level 3.mp4	19.4 MB
048 Self Driving Car - Level 4.mp4	73.2 MB
049 Challenge Solutions.html	0.6 KB
/10 ---------- Part 2 - Teaching AI to Play Doom and Win ----------/
050 Welcome to Part 2 - Teaching AI to Play Doom and Win.html	0.8 KB
/11 Deep Convolutional Q-Learning Intuition/
051 Plan of Attack.mp4	5.8 MB
052 Deep Convolutional Q-Learning Intuition.mp4	15.0 MB
053 Eligibility Trace.mp4	15.2 MB
/12 Installation for Part 2/
054 Where to get the Materials.html	0.7 KB
055 Installing Open AI Gym and ppaquette.html	2.0 KB
/13 Building an AI/
056 Doom - Step 1.mp4	30.9 MB
057 Doom - Step 2.mp4	19.3 MB
058 Doom - Step 3.mp4	19.7 MB
059 Doom - Step 4.mp4	26.6 MB
060 Doom - Step 5.mp4	31.5 MB
061 Doom - Step 6.mp4	15.3 MB
062 Doom - Step 7.mp4	10.5 MB
063 Doom - Step 8.mp4	14.8 MB
064 Doom - Step 9.mp4	8.7 MB
065 Doom - Step 10.mp4	20.2 MB
066 Doom - Step 11.mp4	20.8 MB
067 Doom - Step 12.mp4	10.3 MB
068 Doom - Step 13.mp4	14.7 MB
069 Doom - Step 14.mp4	39.4 MB
070 Doom - Step 15.mp4	20.1 MB
071 Doom - Step 16.mp4	24.7 MB
072 Doom - Step 17.mp4	47.8 MB
/14 Playing with the AI/
073 Watching our AI play Doom.mp4	162.5 MB
/15 ---------- Part 3 - A3C ----------/
074 Welcome to Part 3 - A3C.html	0.8 KB
/16 A3C Intuition/
075 Plan of Attack.mp4	6.1 MB
076 The three As in A3C.mp4	40.6 MB
077 Actor-Critic.mp4	12.8 MB
078 Asynchronous.mp4	21.6 MB
079 Advantage.mp4	28.2 MB
080 LSTM layer.mp4	28.5 MB
/17 Installation for Part 3/
081 Installing OpenCV.html	0.6 KB
082 Download the code template here.html	0.4 KB
/.../082 Download the code template here/
Breakout.zip	770.1 KB
/18 Building an AI/
083 Breakout - Step 1.mp4	26.2 MB
084 Breakout - Step 2.mp4	15.3 MB
085 Breakout - Step 3.mp4	25.3 MB
086 Breakout - Step 4.mp4	29.2 MB
087 Breakout - Step 5.mp4	25.9 MB
088 Breakout - Step 6.mp4	28.4 MB
089 Breakout - Step 7.mp4	20.7 MB
090 Breakout - Step 8.mp4	23.9 MB
091 Breakout - Step 9.mp4	25.6 MB
092 Breakout - Step 10.mp4	19.1 MB
093 Breakout - Step 11.mp4	11.7 MB
094 Breakout - Step 12.mp4	36.1 MB
095 Breakout - Step 13.mp4	20.3 MB
096 Breakout - Step 14.mp4	12.3 MB
097 Breakout - Step 15.mp4	95.1 MB
/19 Annex 1 Artificial Neural Networks/
098 What is Deep Learning.mp4	29.7 MB
099 Plan of Attack.mp4	4.9 MB
100 The Neuron.mp4	30.2 MB
101 The Activation Function.mp4	15.2 MB
102 How do Neural Networks work.mp4	23.7 MB
103 How do Neural Networks learn.mp4	26.7 MB
104 Gradient Descent.mp4	19.0 MB
105 Stochastic Gradient Descent.mp4	17.1 MB
106 Backpropagation.mp4	11.1 MB
/20 Annex 2 Convolutional Neural Networks/
107 Plan of Attack.mp4	6.1 MB
108 What are convolutional neural networks.mp4	29.6 MB
109 Step 1 - Convolution Operation.mp4	31.4 MB
110 Step 1b - ReLU Layer.mp4	14.1 MB
111 Step 2 - Pooling.mp4	35.1 MB
112 Step 3 - Flattening.mp4	3.3 MB
113 Step 4 - Full Connection.mp4	42.1 MB
114 Summary.mp4	8.2 MB
115 Softmax Cross-Entropy.mp4	34.2 MB
/21 Bonus Lectures/
116 YOUR SPECIAL BONUS.html	2.6 KB
/
Freetutorials.us.url	0.1 KB
[FreeTutorials.us].txt	0.1 KB
Total files 119