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Business,
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Artificial Intelligence for Business
Solve Real World Business Problems with AI Solutions
Instructor
Hadelin de Ponteves
2.105
Estudiantes
inscritos
4.63
130 valoraciones
Descripción
Currículum
Reseñas
-------------------- PART 1 - OPTIMIZING BUSINESS PROCESSES --------------------
1
Introduction
Video lesson
2
The Book
Text lesson
Case Study
3
Welcome to Part 1 - Optimizing Business Process
Text lesson
AI Solution
4
Optimizing Business Processes - Step 1
Video lesson
5
Optimizing Business Processes - Step 2
Video lesson
6
Optimizing Business Processes - Step 3
Video lesson
7
Optimizing Business Processes - Step 4
Video lesson
Implementation
8
Welcome to the Intuition Section
Text lesson
9
Plan of Attack
Video lesson
10
What is Reinforcement Learning?
Video lesson
11
The Bellman Equation
Video lesson
12
The Plan
Video lesson
13
Markov Decision Process
Video lesson
14
Policy vs Plan
Video lesson
15
Living Penalty
Video lesson
16
Q-Learning Intuition
Video lesson
17
Temporal Difference
Video lesson
18
Q-Learning Visualization
Video lesson
Homework
19
Optimizing Business Processes - Step 5
Video lesson
20
Optimizing Business Processes - Step 6
Video lesson
21
Optimizing Business Processes - Step 7
Video lesson
22
Optimizing Business Processes - Step 8
Video lesson
23
Optimizing Business Processes - Step 9
Video lesson
24
Optimizing Business Processes - Step 10
Video lesson
25
Optimizing Business Processes - Step 11
Video lesson
26
Optimizing Business Processes - Step 12
Video lesson
27
Optimizing Business Processes - Step 13
Video lesson
28
Optimizing Business Processes - Step 14
Video lesson
29
Optimizing Business Processes - Step 15
Video lesson
30
Optimizing Business Processes - Step 16
Video lesson
31
Optimizing Business Processes - Step 17
Video lesson
32
Optimizing Business Processes - Step 18
Video lesson
33
Optimizing Business Processes - Step 19
Video lesson
34
Optimizing Business Processes - Step 20
Video lesson
-------------------- PART 2 - MINIMIZING COSTS --------------------
35
Homework Instruction
Text lesson
36
Homework Solution
Video lesson
Case Study
37
Welcome to Part 2 - Minimizing Costs
Text lesson
AI Solution
38
Minimizing Costs - Step 1
Video lesson
39
Minimizing Costs - Step 2
Video lesson
40
Minimizing Costs - Step 3
Video lesson
Implementation
41
Welcome to the Intuition Section
Text lesson
42
Plan of Attack
Video lesson
43
Deep Q-Learning Intuition - Step 1
Video lesson
44
Deep Q-Learning Intuition - Step 2
Video lesson
45
Experience Replay
Video lesson
46
Action Selection Policies
Video lesson
Homework
47
Minimizing Costs - Step 4
Video lesson
48
Minimizing Costs - Step 5
Video lesson
49
Minimizing Costs - Step 6
Video lesson
50
Minimizing Costs - Step 7
Video lesson
51
Minimizing Costs - Step 8
Video lesson
52
Minimizing Costs - Step 9
Video lesson
53
Minimizing Costs - Step 10
Video lesson
54
Minimizing Costs - Step 11
Video lesson
55
Minimizing Costs - Step 12
Video lesson
56
Minimizing Costs - Step 13
Video lesson
57
Minimizing Costs - Step 14
Video lesson
58
Minimizing Costs - Step 15
Video lesson
59
Minimizing Costs - Step 16
Video lesson
60
Minimizing Costs - Step 17
Video lesson
61
Minimizing Costs - Step 18
Video lesson
62
Minimizing Costs - Step 19
Video lesson
63
Minimizing Costs - Step 20
Video lesson
64
Minimizing Costs - Step 21
Video lesson
65
Minimizing Costs - Step 22
Video lesson
66
Minimizing Costs - Step 23
Video lesson
67
Minimizing Costs - Step 24
Video lesson
68
Minimizing Costs - Step 25
Video lesson
69
Minimizing Costs - Step 26
Video lesson
70
Minimizing Costs - Step 27
Video lesson
71
Minimizing Costs - Step 28
Video lesson
72
Minimizing Costs - Step 29
Video lesson
73
Minimizing Costs - Step 30
Video lesson
74
Minimizing Costs - Step 31
Video lesson
75
Minimizing Costs - Step 32
Video lesson
76
Installing TensorFlow and Keras
Text lesson
77
Minimizing Costs - Step 33
Video lesson
78
Minimizing Costs - Step 34
Video lesson
79
Minimizing Costs - Step 35
Video lesson
80
Minimizing Costs - Step 36
Video lesson
-------------------- PART 3 - MAXIMIZING REVENUES --------------------
81
Homework Instruction
Text lesson
82
Homework Solution
Video lesson
83
BONUS: Dropout
Text lesson
Case Study
84
Welcome to Part 3 - Maximizing Revenues
Text lesson
4.63
130 valoraciones
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Detalles del curso
Vídeo
15 horas
Conferencias
13
Certificado de finalización
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