Section 1 : Introduction

 		Lecture 1 INTRODUCTION TO BRAINMEASURES PROCTOR SYSTEM Pdf
Lecture 2 Introduction
Lecture 3 INTRODUCTION TO BRAINMEASURES PROCTOR SYSTEM Pdf
Lecture 4 The Book Text

Section 2 : PART 1 - OPTIMIZING BUSINESS PROCESSES

 		Lecture 5 Welcome to Part 1 - Optimizing Business Process Text

Section 3 : Case Study

 		Lecture 6 Optimizing Business Processes - Step 1 5:13
Lecture 7 Optimizing Business Processes - Step 2 1:51
Lecture 8 Optimizing Business Processes - Step 3 5:6
Lecture 9 Optimizing Business Processes - Step 4 7:7

Section 4 : AI Solution

 		Lecture 10 Welcome to the Intuition Section Text
Lecture 11 Plan of Attack 4:4
Lecture 12 What is Reinforcement Learning 11:27
Lecture 13 The Bellman Equation 18:25
Lecture 14 The Plan 2:12
Lecture 15 Markov Decision Process 16:27
Lecture 16 Policy vs Plan 12:55
Lecture 17 Living Penalty 9:47
Lecture 18 Q-Learning Intuition 14:46
Lecture 19 emporal Difference 19:27
Lecture 20 Lecture 4- About Proctor Testing Pdf

Section 5 : Implementation

 		Lecture 21 Optimizing Business Processes - Step 5 8:44
Lecture 22 Optimizing Business Processes - Step 6 3:58
Lecture 23 Optimizing Business Processes - Step 7 5:39
Lecture 24 Optimizing Business Processes - Step 8
Lecture 25 Optimizing Business Processes - Step 9 4:56
Lecture 26 Optimizing Business Processes - Step 10 4:39
Lecture 27 Optimizing Business Processes - Step 11 8:41
Lecture 28 Optimizing Business Processes - Step 12 7:37
Lecture 29 Optimizing Business Processes - Step 13 3:49
Lecture 30 Optimizing Business Processes - Step 14 8:43
Lecture 31 Optimizing Business Processes - Step 15 5:6
Lecture 32 Optimizing Business Processes - Step 16 7:27
Lecture 33 Optimizing Business Processes - Step 17 4:47
Lecture 34 Optimizing Business Processes - Step 18 4:16
Lecture 35 Optimizing Business Processes - Step 19 7:39
Lecture 36 Optimizing Business Processes - Step 20 14:58

Section 6 : Homework

 		Lecture 37 Homework Instruction Text
Lecture 38 Homework Solution

Section 7 : PART 2 - MINIMIZING COSTS

 		Lecture 39 Welcome to Part 2 - Minimizing Costs Text

Section 8 : Case Study

 		Lecture 40 Minimizing Costs - Step 1 5:42
Lecture 41 Minimizing Costs - Step 2 9:59
Lecture 42 Minimizing Costs - Step 3 6:31

Section 9 : AI Solution

 		Lecture 43 Welcome to the Intuition Section Text
Lecture 44 Plan of Attack 2:17
Lecture 45 Deep Q-Learning Intuition - Step 1 15:15
Lecture 46 Deep Q-Learning Intuition - Step 2 6:6
Lecture 47 Experience Replay 15:45
Lecture 48 Action Selection Policies 16:23

Section 10 : Implementation

 		Lecture 49 Minimizing Costs - Step 4 5:38
Lecture 50 Minimizing Costs - Step 5 10:45
Lecture 51 Minimizing Costs - Step 6 7:2
Lecture 52 Minimizing Costs - Step 7 9:47
Lecture 53 Minimizing Costs - Step 8 9:56
Lecture 54 Minimizing Costs - Step 9 4:57
Lecture 55 Minimizing Costs - Step 10 8:57
Lecture 56 Minimizing Costs - Step 11 10:12
Lecture 57 Minimizing Costs - Step 12. 9:58
Lecture 58 Minimizing Costs - Step 13 4:19
Lecture 59 Minimizing Costs - Step 14 8:29
Lecture 60 Minimizing Costs - Step 15 6:47
Lecture 61 Minimizing Costs - Step 16 2:23
Lecture 62 Minimizing Costs - Step 17 7:15
Lecture 63 Minimizing Costs - Step 18 4:55
Lecture 64 Minimizing Costs - Step 19 12:29
Lecture 65 Minimizing Costs - Step 20
Lecture 66 Minimizing Costs - Step 21 4:20
Lecture 67 Minimizing Costs - Step 22 5:58
Lecture 68 Minimizing Costs - Step 23 4:36
Lecture 69 Minimizing Costs - Step 24 12:20
Lecture 70 Minimizing Costs - Step 25 15:58
Lecture 71 Minimizing Costs - Step 26 8:13
Lecture 72 Minimizing Costs - Step 27 7:13
Lecture 73 Minimizing Costs - Step 28 12:42
Lecture 74 Minimizing Costs - Step 29 14:40
Lecture 75 Minimizing Costs - Step 30 6:33
Lecture 76 Minimizing Costs - Step 31 12:12
Lecture 77 Minimizing Costs - Step 32 6:34
Lecture 78 Installing Keras Text
Lecture 79 Minimizing Costs - Step 33 15:43
Lecture 80 Minimizing Costs - Step 34 10:9
Lecture 81 Minimizing Costs - Step 35 7:44
Lecture 82 Minimizing Costs - Step 36 7:45

Section 11 : Homework

 		Lecture 83 Homework Instruction Text
Lecture 84 Homework Solution 16:41
Lecture 85 BONUS Dropout Text

Section 12 : PART 3 - MAXIMIZING REVENUES

 		Lecture 86 Welcome to Part 3 - Maximizing Revenues Text

Section 13 : Case Study

 		Lecture 87 Maximizing Revenues - Step 1 4:30
Lecture 88 Maximizing Revenues - Step 2 8:24
Lecture 89 Maximizing Revenues - Step 3 2:2

Section 14 : AI Solution

 		Lecture 90 Welcome to the Intuition Section Text
Lecture 91 The Multi-Armed Bandit Problem 15:36
Lecture 92 Thompson Sampling Intuition 19:12

Section 15 : Implementation

 		Lecture 93 Maximizing Revenues - Step 4 8:3
Lecture 94 Maximizing Revenues - Step 5 4:11
Lecture 95 Maximizing Revenues - Step 6 8:49
Lecture 96 Maximizing Revenues - Step 7 9:59
Lecture 97 Maximizing Revenues - Step 8 9:40
Lecture 98 Maximizing Revenues - Step 9 7:16
Lecture 99 Maximizing Revenues - Step 10 7:36
Lecture 100 Maximizing Revenues - Step 11
Lecture 101 Maximizing Revenues - Step 12 9:10
Lecture 102 Maximizing Revenues - Step 13 2:0
Lecture 103 Maximizing Revenues - Step 14 7:22
Lecture 104 Maximizing Revenues - Step 15 7:22
Lecture 105 Maximizing Revenues - Step 16 12:9

Section 16 : Homework

 		Lecture 106 Homework Instruction Text
Lecture 107 Homework Solution Text
Lecture 108 About Certification Pdf

Section 17 : Annex Artificial Neural Networks

 		Lecture 109 Plan of Attack 2:52
Lecture 110 The Neuron 16:15
Lecture 111 The Activation Function 8:29
Lecture 112 How do Neural Networks work 12:48
Lecture 113 How do Neural Networks learn 12:59
Lecture 114 Gradient Descent 10:13
Lecture 115 Stochastic Gradient Descent 8:45
Lecture 116 Back-Propagation