FreeTutorials Us Udemy artificial intelligence az | EB59D0D6C618BE1F732D5764375C7F9743268C63

FreeTutorials Us Udemy artificial intelligence az

Name	[FreeTutorials.Us] Udemy - artificial-intelligence-az	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	2.6 GB
Total Files	232
Hash	EB59D0D6C618BE1F732D5764375C7F9743268C63

/01 Welcome to the course/
001 Why AI.mp4	13.2 MB
001 Why AI-subtitle-en.srt	8.6 KB
002 Introduction.mp4	9.2 MB
002 Introduction-subtitle-en.srt	5.8 KB
003 Where to get the Materials.html	1.6 KB
004 Some Additional Resources.html	1.8 KB
/02 ---------- Part 0 - Fundamentals Of Reinforcement Learning ----------/
005 Welcome to Part 0 - Fundamentals of Reinforcement Learning.html	3.0 KB
/03 Q-Learning Intuition/
006 Plan of Attack.mp4	7.1 MB
006 Plan of Attack-subtitle-en.srt	5.9 KB
007 What is reinforcement learning.mp4	21.2 MB
007 What is reinforcement learning-subtitle-en.srt	19.2 KB
008 The Bellman Equation.mp4	37.2 MB
008 The Bellman Equation-subtitle-en.srt	31.9 KB
009 The Plan.mp4	4.7 MB
009 The Plan-subtitle-en.srt	3.9 KB
010 Markov Decision Process.mp4	33.0 MB
010 Markov Decision Process-subtitle-en.srt	28.4 KB
011 Policy vs Plan.mp4	27.1 MB
011 Policy vs Plan-subtitle-en.srt	22.6 KB
012 Adding a Living Penalty.mp4	21.0 MB
012 Adding a Living Penalty-subtitle-en.srt	14.9 KB
013 Q-Learning Intuition.mp4	31.2 MB
013 Q-Learning Intuition-subtitle-en.srt	23.2 KB
014 Temporal Difference.mp4	40.5 MB
014 Temporal Difference-subtitle-en.srt	30.5 KB
015 Q-Learning Visualization.mp4	51.9 MB
015 Q-Learning Visualization-subtitle-en.srt	22.7 KB
/04 ---------- Part 1 - Self-Driving Car (Deep Q-Learning) ----------/
016 Welcome to Part 1 - Self-Driving Car (Deep Q-Learning).html	2.3 KB
/05 Deep Q-Learning Intuition/
017 Plan of Attack.mp4	3.9 MB
017 Plan of Attack-subtitle-en.srt	3.8 KB
018 Deep Q-Learning Intuition - Learning.mp4	32.5 MB
018 Deep Q-Learning Intuition - Learning-subtitle-en.srt	23.6 KB
019 Deep Q-Learning Intuition - Acting.mp4	13.4 MB
019 Deep Q-Learning Intuition - Acting-subtitle-en.srt	10.2 KB
020 Experience Replay.mp4	33.8 MB
020 Experience Replay-subtitle-en.srt	25.0 KB
021 Action Selection Policies.mp4	36.6 MB
021 Action Selection Policies-subtitle-en.srt	25.4 KB
/06 Installation for Part 1/
022 Plan of Attack (Practical Tutorials).html	2.1 KB
023 Where to get the Materials.html	1.6 KB
024 Windows Option 1 End-to-End installation steps.html	2.6 KB
025 Windows Option 2 - Part A Installing Ubuntu on Windows.mp4	58.0 MB
025 Windows Option 2 - Part A Installing Ubuntu on Windows-subtitle-en.srt	19.1 KB
026 Windows Option 2 - Part B Installing PyTorch and Kivy on your Ubuntu VM.html	1.8 KB
027 Mac or Linux Installing Anaconda.mp4	15.2 MB
027 Mac or Linux Installing Anaconda-subtitle-en.srt	11.8 KB
028 Mac or Linux Installing PyTorch and Kivy.mp4	17.5 MB
028 Mac or Linux Installing PyTorch and Kivy-subtitle-en.srt	10.6 KB
029 Kivy-Debug-Tips-for-Mac-OS.pdf	51.3 KB
029 Kivy Installation Walk Through Mac.mp4	9.5 MB
029 Kivy Installation Walk Through Mac-subtitle-en.srt	5.6 KB
030 Kivy Installation Walk Through Linux.mp4	5.2 MB
030 Kivy Installation Walk Through Linux-subtitle-en.srt	4.0 KB
031 Getting Started.mp4	14.4 MB
031 Getting Started-subtitle-en.srt	9.5 KB
external_links.txt	0.1 KB
/07 Creating the environment/
032 Self Driving Car - Step 1.mp4	23.2 MB
032 Self Driving Car - Step 1-subtitle-en.srt	14.2 KB
033 Self Driving Car - Step 2.mp4	46.5 MB
033 Self Driving Car - Step 2-subtitle-en.srt	24.6 KB
/08 Building an AI/
034 Self Driving Car - Step 3.mp4	16.6 MB
034 Self Driving Car - Step 3-subtitle-en.srt	9.5 KB
035 Self Driving Car - Step 4.mp4	28.4 MB
035 Self Driving Car - Step 4-subtitle-en.srt	22.3 KB
036 Self Driving Car - Step 5.mp4	12.2 MB
036 Self Driving Car - Step 5-subtitle-en.srt	9.4 KB
037 Self Driving Car - Step 6.mp4	12.4 MB
037 Self Driving Car - Step 6-subtitle-en.srt	8.9 KB
038 Self Driving Car - Step 7.mp4	12.3 MB
038 Self Driving Car - Step 7-subtitle-en.srt	8.9 KB
039 Self Driving Car - Step 8.mp4	23.9 MB
039 Self Driving Car - Step 8-subtitle-en.srt	16.0 KB
040 Self Driving Car - Step 9.mp4	38.3 MB
040 Self Driving Car - Step 9-subtitle-en.srt	25.4 KB
041 Self Driving Car - Step 10.mp4	31.0 MB
041 Self Driving Car - Step 10-subtitle-en.srt	20.9 KB
042 Self Driving Car - Step 11.mp4	35.8 MB
042 Self Driving Car - Step 11-subtitle-en.srt	22.7 KB
043 Self Driving Car - Step 12.mp4	34.0 MB
043 Self Driving Car - Step 12-subtitle-en.srt	18.8 KB
044 Self Driving Car - Step 13.mp4	32.1 MB
044 Self Driving Car - Step 13-subtitle-en.srt	17.7 KB
045 Self Driving Car - Step 14.mp4	7.1 MB
045 Self Driving Car - Step 14-subtitle-en.srt	4.5 KB
046 Self Driving Car - Step 15.mp4	13.5 MB
046 Self Driving Car - Step 15-subtitle-en.srt	8.5 KB
047 Self Driving Car - Step 16.mp4	19.0 MB
047 Self Driving Car - Step 16-subtitle-en.srt	10.3 KB
/09 Playing with the AI/
048 Self Driving Car - Level 1.mp4	23.4 MB
048 Self Driving Car - Level 1-subtitle-en.srt	14.8 KB
049 Self Driving Car - Level 2.mp4	12.4 MB
049 Self Driving Car - Level 2-subtitle-en.srt	7.4 KB
050 Self Driving Car - Level 3.mp4	19.4 MB
050 Self Driving Car - Level 3-subtitle-en.srt	8.6 KB
051 Self Driving Car - Level 4.mp4	73.2 MB
051 Self Driving Car - Level 4-subtitle-en.srt	7.6 KB
052 Challenge Solutions.html	1.6 KB
/10 ---------- Part 2 - Doom (Deep Convolutional Q-Learning) ----------/
053 Welcome to Part 2 - Doom (Deep Convolutional Q-Learning).html	2.1 KB
/11 Deep Convolutional Q-Learning Intuition/
054 Plan of Attack.mp4	5.8 MB
054 Plan of Attack-subtitle-en.srt	5.1 KB
055 Deep Convolutional Q-Learning Intuition.mp4	16.3 MB
055 Deep Convolutional Q-Learning Intuition-subtitle-en.srt	11.1 KB
056 Eligibility Trace.mp4	16.8 MB
056 Eligibility Trace-subtitle-en.srt	13.5 KB
/12 Installation for Part 2/
057 Where to get the Materials.html	1.6 KB
058 Installing Open AI Gym and ppaquette.html	3.0 KB
059 Installing Open AI Gym Walk Through (Mac Version).mp4	13.7 MB
059 Installing Open AI Gym Walk Through (Mac Version)-subtitle-en.srt	6.9 KB
059 OpenAI-Gym-Debug-Tips.pdf	172.5 KB
060 Common-Debug-Solutions-Doom.pdf	66.6 KB
060 Installing Open AI Gym Walk Through (Ubuntu Version).mp4	21.0 MB
060 Installing Open AI Gym Walk Through (Ubuntu Version)-subtitle-en.srt	7.3 KB
/13 Building an AI/
061 Doom - Step 1.mp4	30.9 MB
061 Doom - Step 1-subtitle-en.srt	9.1 KB
062 Doom - Step 2.mp4	19.3 MB
062 Doom - Step 2-subtitle-en.srt	15.3 KB
063 Doom - Step 3.mp4	19.7 MB
063 Doom - Step 3-subtitle-en.srt	14.9 KB
064 Doom - Step 4.mp4	22.5 MB
064 Doom - Step 4-subtitle-en.srt	16.4 KB
065 Doom - Step 5.mp4	31.5 MB
065 Doom - Step 5-subtitle-en.srt	21.7 KB
066 Doom - Step 6.mp4	15.3 MB
066 Doom - Step 6-subtitle-en.srt	10.0 KB
067 Doom - Step 7.mp4	10.5 MB
067 Doom - Step 7-subtitle-en.srt	7.0 KB
068 Doom - Step 8.mp4	14.8 MB
068 Doom - Step 8-subtitle-en.srt	10.6 KB
069 Doom - Step 9.mp4	8.7 MB
069 Doom - Step 9-subtitle-en.srt	5.7 KB
070 Doom - Step 10.mp4	20.2 MB
070 Doom - Step 10-subtitle-en.srt	12.2 KB
071 Doom - Step 11.mp4	20.8 MB
071 Doom - Step 11-subtitle-en.srt	10.1 KB
072 Doom - Step 12.mp4	10.3 MB
072 Doom - Step 12-subtitle-en.srt	6.6 KB
073 Doom - Step 13.mp4	14.7 MB
073 Doom - Step 13-subtitle-en.srt	10.2 KB
074 Doom - Step 14.mp4	39.4 MB
074 Doom - Step 14-subtitle-en.srt	23.1 KB
075 Doom - Step 15.mp4	20.1 MB
075 Doom - Step 15-subtitle-en.srt	12.2 KB
076 Doom - Step 16.mp4	24.7 MB
076 Doom - Step 16-subtitle-en.srt	15.1 KB
077 Doom - Step 17.mp4	47.8 MB
077 Doom - Step 17-subtitle-en.srt	28.4 KB
/14 Playing with the AI/
078 Watching our AI play Doom.mp4	162.5 MB
078 Watching our AI play Doom-subtitle-en.srt	33.8 KB
/15 ---------- Part 3 - Breakout (A3C) ----------/
079 Welcome to Part 3 - Breakout (A3C).html	2.0 KB
/16 A3C Intuition/
080 Plan of Attack.mp4	6.1 MB
080 Plan of Attack-subtitle-en.srt	5.6 KB
081 The three As in A3C.mp4	40.6 MB
081 The three As in A3C-subtitle-en.srt	7.0 KB
082 Actor-Critic.mp4	14.4 MB
082 Actor-Critic-subtitle-en.srt	10.8 KB
083 Asynchronous.mp4	25.0 MB
083 Asynchronous-subtitle-en.srt	19.2 KB
084 Advantage.mp4	33.5 MB
084 Advantage-subtitle-en.srt	23.9 KB
085 LSTM Layer.mp4	32.5 MB
085 LSTM Layer-subtitle-en.srt	25.4 KB
/17 Installation for Part 3/
086 Installing OpenCV.html	1.5 KB
/18 Building an AI/
087 Breakout - Step 1.mp4	26.2 MB
087 Breakout - Step 1-subtitle-en.srt	16.3 KB
088 Breakout - Step 2.mp4	15.3 MB
088 Breakout - Step 2-subtitle-en.srt	12.4 KB
089 Breakout - Step 3.mp4	25.3 MB
089 Breakout - Step 3-subtitle-en.srt	16.6 KB
090 Breakout - Step 4.mp4	28.5 MB
090 Breakout - Step 4-subtitle-en.srt	18.7 KB
091 Breakout - Step 5.mp4	25.9 MB
091 Breakout - Step 5-subtitle-en.srt	15.6 KB
092 Breakout - Step 6.mp4	28.4 MB
092 Breakout - Step 6-subtitle-en.srt	17.9 KB
093 Breakout - Step 7.mp4	20.7 MB
093 Breakout - Step 7-subtitle-en.srt	11.8 KB
094 Breakout - Step 8.mp4	23.9 MB
094 Breakout - Step 8-subtitle-en.srt	16.9 KB
095 Breakout - Step 9.mp4	25.6 MB
095 Breakout - Step 9-subtitle-en.srt	16.0 KB
096 Breakout - Step 10.mp4	19.1 MB
096 Breakout - Step 10-subtitle-en.srt	11.1 KB
097 Breakout - Step 11.mp4	11.7 MB
097 Breakout - Step 11-subtitle-en.srt	7.2 KB
098 Breakout - Step 12.mp4	36.1 MB
098 Breakout - Step 12-subtitle-en.srt	21.1 KB
099 Breakout - Step 13.mp4	20.3 MB
099 Breakout - Step 13-subtitle-en.srt	12.5 KB
100 Breakout - Step 14.mp4	12.3 MB
100 Breakout - Step 14-subtitle-en.srt	8.0 KB
101 Breakout - Step 15.mp4	95.1 MB
101 Breakout - Step 15-subtitle-en.srt	14.7 KB
/19 Annex 1 Artificial Neural Networks/
102 What is Deep Learning.mp4	29.7 MB
102 What is Deep Learning-subtitle-en.srt	19.3 KB
103 Plan of Attack.mp4	4.9 MB
103 Plan of Attack-subtitle-en.srt	4.2 KB
104 The Neuron.mp4	30.2 MB
104 The Neuron-subtitle-en.srt	26.5 KB
105 The Activation Function.mp4	15.2 MB
105 The Activation Function-subtitle-en.srt	12.8 KB
106 How do Neural Networks work.mp4	23.7 MB
106 How do Neural Networks work-subtitle-en.srt	20.3 KB
107 How do Neural Networks learn.mp4	26.7 MB
107 How do Neural Networks learn-subtitle-en.srt	20.1 KB
108 Gradient Descent.mp4	19.0 MB
108 Gradient Descent-subtitle-en.srt	14.9 KB
109 Stochastic Gradient Descent.mp4	17.1 MB
109 Stochastic Gradient Descent-subtitle-en.srt	12.9 KB
110 Backpropagation.mp4	11.1 MB
110 Backpropagation-subtitle-en.srt	7.5 KB
/20 Annex 2 Convolutional Neural Networks/
111 Plan of Attack.mp4	6.1 MB
111 Plan of Attack-subtitle-en.srt	5.6 KB
112 What are convolutional neural networks.mp4	29.6 MB
112 What are convolutional neural networks-subtitle-en.srt	23.4 KB
113 Step 1 - Convolution Operation.mp4	31.4 MB
113 Step 1 - Convolution Operation-subtitle-en.srt	24.7 KB
114 Step 1(b) - ReLU Layer.mp4	14.1 MB
114 Step 1(b) - ReLU Layer-subtitle-en.srt	9.8 KB
115 Step 2 - Pooling.mp4	35.1 MB
115 Step 2 - Pooling-subtitle-en.srt	22.4 KB
116 Step 3 - Flattening.mp4	3.3 MB
116 Step 3 - Flattening-subtitle-en.srt	2.7 KB
117 Step 4 - Full Connection.mp4	42.1 MB
117 Step 4 - Full Connection-subtitle-en.srt	30.3 KB
118 Summary.mp4	8.2 MB
118 Summary-subtitle-en.srt	6.4 KB
119 Softmax Cross-Entropy.mp4	34.2 MB
119 Softmax Cross-Entropy-subtitle-en.srt	26.8 KB
/21 Bonus Lectures/
120 YOUR SPECIAL BONUS.html	3.4 KB
/
[FreeCoursesOnline.Us].url	0.1 KB
[FreeTutorials.Us].url	0.1 KB
[FTU Forum].url	0.3 KB
Total files 232