UD420 | AA46577A25381282E61ED8B029A9D4CF6D5B6B53

UD420

Name	UD420	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	2.6 GB
Total Files	119
Hash	AA46577A25381282E61ED8B029A9D4CF6D5B6B53

/01 Welcome to the course/
001 Why AI.mp4	13.2 MB
002 Course Structure.html	2.5 KB
003 BONUS Learning Paths.html	2.8 KB
004 Installing Anaconda.mp4	24.0 MB
005 BONUS Meet Your Instructors.html	2.5 KB
006 Artificial-Intelligence-A-Z-Learn-How-To-Build-An-AI-2.pdf	1.5 MB
006 This PDF resource will help you a lot.html	1.6 KB
007 FAQBot.html	3.9 KB
008 Updates on Udemy Reviews.mp4	21.4 MB
009 Your Shortcut To Becoming A Better Data Scientist.html	4.9 KB
/02 ---------- Part 0 - Fundamentals Of Reinforcement Learning ----------/
010 Welcome to Part 0 - Fundamentals of Reinforcement Learning.html	2.1 KB
/03 Q-Learning Intuition/
011 Plan of Attack.mp4	7.1 MB
012 What is reinforcement learning.mp4	21.2 MB
013 The Bellman Equation.mp4	37.2 MB
014 The Plan.mp4	4.7 MB
015 Markov Decision Process.mp4	33.0 MB
016 Policy vs Plan.mp4	27.1 MB
017 Adding a Living Penalty.mp4	21.0 MB
018 Q-Learning Intuition.mp4	31.2 MB
019 Temporal Difference.mp4	40.5 MB
/04 Q-Learning Visualization/
020 Q-Learning Visualization.mp4	51.9 MB
/05 ---------- Part 1 - Deep Q-Learning ----------/
021 Welcome to Part 1 - Deep Q-Learning.html	2.0 KB
/06 Deep Q-Learning Intuition/
022 Plan of Attack.mp4	3.9 MB
023 Deep Q-Learning Intuition - Learning.mp4	32.5 MB
024 Deep Q-Learning Intuition - Acting.mp4	13.4 MB
025 Experience Replay.mp4	33.8 MB
026 Action Selection Policies.mp4	36.6 MB
/07 Deep Q-Learning Implementation/
027 Plan of Attack.html	2.7 KB
028 Where to get the Materials.html	1.3 KB
029 Getting Started.mp4	14.4 MB
030 Self Driving Car - Step 1.mp4	23.2 MB
031 Self Driving Car - Step 2.mp4	46.5 MB
032 Self Driving Car - Step 3.mp4	16.6 MB
033 Self Driving Car - Step 4.mp4	28.4 MB
034 Self Driving Car - Step 5.mp4	12.2 MB
035 Self Driving Car - Step 6.mp4	12.4 MB
036 Self Driving Car - Step 7.mp4	12.3 MB
037 Self Driving Car - Step 8.mp4	23.9 MB
038 Self Driving Car - Step 9.mp4	38.3 MB
039 Self Driving Car - Step 10.mp4	31.0 MB
040 Self Driving Car - Step 11.mp4	35.8 MB
041 Self Driving Car - Step 12.mp4	34.0 MB
042 Self Driving Car - Step 13.mp4	32.1 MB
043 Self Driving Car - Step 14.mp4	7.1 MB
044 Self Driving Car - Step 15.mp4	13.5 MB
045 Self Driving Car - Step 16.mp4	19.0 MB
/08 Deep Q-Learning Visualization/
046 Self Driving Car - Level 1.mp4	23.4 MB
047 Self Driving Car - Level 2.mp4	12.4 MB
048 Self Driving Car - Level 3.mp4	19.4 MB
049 Self Driving Car - Level 4.mp4	73.2 MB
050 Challenge Solutions.html	1.3 KB
/09 ---------- Part 2 - Deep Convolutional Q-Learning ----------/
051 Welcome to Part 2 - Deep Convolutional Q-Learning.html	1.6 KB
/10 Deep Convolutional Q-Learning Intuition/
052 Plan of Attack.mp4	5.8 MB
053 Deep Convolutional Q-Learning Intuition.mp4	16.3 MB
054 Eligibility Trace.mp4	16.8 MB
/11 Deep Convolutional Q-Learning Implementation/
055 Plan of Attack.html	2.7 KB
056 Where to get the Materials.html	1.3 KB
057 Doom - Step 1.mp4	30.9 MB
058 Doom - Step 2.mp4	19.3 MB
059 Doom - Step 3.mp4	19.7 MB
060 Doom - Step 4.mp4	22.5 MB
061 Doom - Step 5.mp4	31.5 MB
062 Doom - Step 6.mp4	15.3 MB
063 Doom - Step 7.mp4	10.5 MB
064 Doom - Step 8.mp4	14.8 MB
065 Doom - Step 9.mp4	8.7 MB
066 Doom - Step 10.mp4	20.2 MB
067 Doom - Step 11.mp4	20.8 MB
068 Doom - Step 12.mp4	10.3 MB
069 Doom - Step 13.mp4	14.7 MB
070 Doom - Step 14.mp4	39.4 MB
071 Doom - Step 15.mp4	20.1 MB
072 Doom - Step 16.mp4	24.7 MB
073 Doom - Step 17.mp4	47.8 MB
/12 Deep Convolutional Q-Learning Visualization/
074 Watching our AI play Doom.mp4	162.5 MB
/13 ---------- Part 3 - A3C ----------/
075 Welcome to Part 3 - A3C.html	1.4 KB
/14 A3C Intuition/
076 Plan of Attack.mp4	6.1 MB
077 The three As in A3C.mp4	40.6 MB
078 Actor-Critic.mp4	14.4 MB
079 Asynchronous.mp4	25.0 MB
080 Advantage.mp4	33.5 MB
081 LSTM Layer.mp4	32.5 MB
/15 A3C Implementation/
082 Plan of Attack.html	2.8 KB
083 Where to get the Materials.html	1.3 KB
084 Breakout - Step 1.mp4	26.2 MB
085 Breakout - Step 2.mp4	15.3 MB
086 Breakout - Step 3.mp4	25.3 MB
087 Breakout - Step 4.mp4	28.5 MB
088 Breakout - Step 5.mp4	25.9 MB
089 Breakout - Step 6.mp4	28.4 MB
090 Breakout - Step 7.mp4	20.7 MB
091 Breakout - Step 8.mp4	23.9 MB
092 Breakout - Step 9.mp4	25.6 MB
093 Breakout - Step 10.mp4	19.1 MB
094 Breakout - Step 11.mp4	11.7 MB
095 Breakout - Step 12.mp4	36.1 MB
096 Breakout - Step 13.mp4	20.3 MB
097 Breakout - Step 14.mp4	12.3 MB
/16 A3C Visualization/
098 Watching our AI play Breakout.mp4	95.1 MB
099 THANK YOU bonus video.mp4	54.8 MB
/17 Annex 1 Artificial Neural Networks/
100 What is Deep Learning.mp4	29.7 MB
101 Plan of Attack.mp4	4.9 MB
102 The Neuron.mp4	30.2 MB
103 The Activation Function.mp4	15.2 MB
104 How do Neural Networks work.mp4	23.7 MB
105 How do Neural Networks learn.mp4	26.7 MB
106 Gradient Descent.mp4	19.0 MB
107 Stochastic Gradient Descent.mp4	17.1 MB
108 Backpropagation.mp4	11.1 MB
/18 Annex 2 Convolutional Neural Networks/
109 Plan of Attack.mp4	6.1 MB
110 What are convolutional neural networks.mp4	29.6 MB
111 Step 1 - Convolution Operation.mp4	31.4 MB
112 Step 1(b) - ReLU Layer.mp4	14.1 MB
113 Step 2 - Pooling.mp4	35.1 MB
114 Step 3 - Flattening.mp4	3.3 MB
115 Step 4 - Full Connection.mp4	42.1 MB
116 Summary.mp4	8.2 MB
117 Softmax Cross-Entropy.mp4	34.2 MB
/19 Bonus Lectures/
118 YOUR SPECIAL BONUS.html	3.3 KB
Total files 119