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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!
Instructor
Hadelin de Ponteves
72.576
Estudiantes
inscritos
4.33
7426 valoraciones
Descripción
Currículum
Reseñas
---------- Part 0 - Fundamentals Of Reinforcement Learning ----------
1
Why AI?
Video lesson
2
Course Structure
Text lesson
3
Installing Anaconda
Video lesson
4
BONUS: Meet Your Instructors
Text lesson
5
Updates on Udemy Reviews
Video lesson
Q-Learning Intuition
6
Welcome to Part 0 - Fundamentals of Reinforcement Learning
Text lesson
Q-Learning Visualization
7
Plan of Attack
Video lesson
8
What is reinforcement learning?
Video lesson
9
The Bellman Equation
Video lesson
10
The "Plan"
Video lesson
11
Markov Decision Process
Video lesson
12
Policy vs Plan
Video lesson
13
Adding a "Living Penalty"
Video lesson
14
Q-Learning Intuition
Video lesson
15
Temporal Difference
Video lesson
---------- Part 1 - Deep Q-Learning ----------
16
Q-Learning Visualization
Video lesson
Deep Q-Learning Intuition
17
Welcome to Part 1 - Deep Q-Learning
Text lesson
Deep Q-Learning Implementation
18
Plan of Attack
Video lesson
19
Deep Q-Learning Intuition - Learning
Video lesson
20
Deep Q-Learning Intuition - Acting
Video lesson
21
Experience Replay
Video lesson
22
Action Selection Policies
Video lesson
Deep Q-Learning Visualization
23
Plan of Attack
Text lesson
24
Where to get the Materials
Text lesson
25
Getting Started
Video lesson
26
Self Driving Car - Step 1
Video lesson
27
Self Driving Car - Step 2
Video lesson
28
Self Driving Car - Step 3
Video lesson
29
Self Driving Car - Step 4
Video lesson
30
Self Driving Car - Step 5
Video lesson
31
Self Driving Car - Step 6
Video lesson
32
Self Driving Car - Step 7
Video lesson
33
Self Driving Car - Step 8
Video lesson
34
Self Driving Car - Step 9
Video lesson
35
Self Driving Car - Step 10
Video lesson
36
Self Driving Car - Step 11
Video lesson
37
Self Driving Car - Step 12
Video lesson
38
Self Driving Car - Step 13
Video lesson
39
Self Driving Car - Step 14
Video lesson
40
Self Driving Car - Step 15
Video lesson
41
Self Driving Car - Step 16
Video lesson
---------- Part 2 - Deep Convolutional Q-Learning ----------
42
Self Driving Car - Level 1
Video lesson
43
Self Driving Car - Level 2
Video lesson
44
Self Driving Car - Level 3
Video lesson
45
Self Driving Car - Level 4
Video lesson
46
Challenge Solutions
Text lesson
Deep Convolutional Q-Learning Intuition
47
Welcome to Part 2 - Deep Convolutional Q-Learning
Text lesson
Deep Convolutional Q-Learning Implementation
48
Plan of Attack
Video lesson
49
Deep Convolutional Q-Learning Intuition
Video lesson
50
Eligibility Trace
Video lesson
Deep Convolutional Q-Learning Visualization
51
Plan of Attack
Text lesson
52
Where to get the Materials
Text lesson
53
Doom - Step 1
Video lesson
54
Doom - Step 2
Video lesson
55
Doom - Step 3
Video lesson
56
Doom - Step 4
Video lesson
57
Doom - Step 5
Video lesson
58
Doom - Step 6
Video lesson
59
Doom - Step 7
Video lesson
60
Doom - Step 8
Video lesson
61
Doom - Step 9
Video lesson
62
Doom - Step 10
Video lesson
63
Doom - Step 11
Video lesson
64
Doom - Step 12
Video lesson
65
Doom - Step 13
Video lesson
66
Doom - Step 14
Video lesson
67
Doom - Step 15
Video lesson
68
Doom - Step 16
Video lesson
69
Doom - Step 17
Video lesson
---------- Part 3 - A3C ----------
70
Watching our AI play Doom
Video lesson
A3C Intuition
71
Welcome to Part 3 - A3C
Text lesson
A3C Implementation
72
Plan of Attack
Video lesson
73
The three A's in A3C
Video lesson
74
Actor-Critic
Video lesson
75
Asynchronous
Video lesson
76
Advantage
Video lesson
77
LSTM Layer
Video lesson
4.33
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$10
Detalles del curso
Vídeo
16 horas
Conferencias
14
Certificado de finalización
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