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Solve Real World Business Problems with AI Solutions

 

Structure of the course:

 

Part 1 – Optimizing Business Processes

Case Study: Optimizing the Flows in an E-Commerce Warehouse

AI Solution: Q-Learning

 

Part 2 – Minimizing Costs

Case Study: Minimizing the Costs in Energy Consumption of a Data Center

AI Solution: Deep Q-Learning

 

Part 3 – Maximizing Revenues

Case Study: Maximizing Revenue of an Online Retail Business

AI Solution: Thompson Sampling

 

Real World Business Applications:

 

With Artificial Intelligence, you can do three main things for any business:

 

  1. Optimize Business Processes
  2. Minimize Costs
  3. Maximize Revenues

 

We will show you exactly how to succeed these applications, through Real World Business case studies. And for each of these applications we will build a separate AI to solve the challenge.

 

In Part 1 – Optimizing Processes, we will build an AI that will optimize the flows in an E-Commerce warehouse.

In Part 2 – Minimizing Costs, we will build a more advanced AI that will minimize the costs in energy consumption of a data center by more than 50%! Just as Google did last year thanks to DeepMind.

In Part 3 – Maximizing Revenues, we will build a different AI that will maximize revenue of an Online Retail Business, making it earn more than 1 Billion dollars in revenue!

 

But that’s not all, this time, and for the first time, we’ve prepared a huge innovation for you. With this course, you will get an incredible extra product, highly valuable for your career:

 

“a 100-pages book covering everything about Artificial Intelligence for Business!”.

 

The Book:

 

This book includes:

  • 100 pages of crystal clear explanations, written in beautiful and clean latex
  • All the AI intuition and theory, including the math explained in detail
  • The three Case Studies of the course, and their solutions
  • Three different AI models, including Q-Learning, Deep Q-Learning, and Thompson Sampling
  • Code Templates
  • Homework and their solutions for you to practice
  • Plus, lots of extra techniques and tips like saving and loading models, early stopping, and much much more.

 

Conclusion:

 

If you want to land a top-paying job or create your very own successful business in AI, then this is the course you need.

 

Take your AI career to new heights today with Artificial Intelligence for Business — the ultimate AI course to propel your career further.

 

Course Curriculum

1.1 Introduction
1.1 Introduction 00:00:00
1.2 The Book
1.2 The Book 00:00:00
2.1 Welcome to Part 1 - Optimizing Business Process
2.1 Welcome to Part 1 – Optimizing Business Process 00:00:00
3.1 Optimizing Business Processes - Step 1
3.1 Optimizing Business Processes – Step 1 00:00:00
3.2 Optimizing Business Processes - Step 2
3.2 Optimizing Business Processes – Step 2 00:00:00
3.3 Optimizing Business Processes - Step 3
3.3 Optimizing Business Processes – Step 3 00:00:00
3.4 Optimizing Business Processes - Step 4
3.4 Optimizing Business Processes – Step 4 00:00:00
4.1 Welcome to the Intuition Section
4.1 Welcome to the Intuition Section 00:00:00
4.2 Plan of Attack
4.2 Plan of Attack 00:00:00
4.3 What is Reinforcement Learning
4.3 What is Reinforcement Learning 00:00:00
4.4 The Bellman Equation
4.4 The Bellman Equation 00:00:00
4.5 The Bellman Equation
4.5 The Bellman Equation 00:00:00
4.6 Markov Decision Process
4.6 Markov Decision Process 00:00:00
4.7 Policy vs Plan
4.7 Policy vs Plan 00:00:00
4.8 Living Penalty
4.8 Living Penalty 00:00:00
4.9 Q-Learning Intuition
4.9 Q-Learning Intuition 00:00:00
4.10 Temporal Difference
4.10 Temporal Difference 00:00:00
4.11 Q-Learning Visualization
4.11 Q-Learning Visualization 00:00:00
5.1 Q-Learning Visualization
5.1 Q-Learning Visualization 00:00:00
5.2 Optimizing Business Processes - Step 6
5.2 Optimizing Business Processes – Step 6 00:00:00
5.3 Optimizing Business Processes - Step 7
5.3 Optimizing Business Processes – Step 7 00:00:00
5.4 Optimizing Business Processes - Step 8
5.4 Optimizing Business Processes – Step 8 00:00:00
5.5 Optimizing Business Processes - Step 9
5.5 Optimizing Business Processes – Step 9 00:00:00
5.6 Optimizing Business Processes - Step 10
5.6 Optimizing Business Processes – Step 10 00:00:00
5.7 Optimizing Business Processes - Step 11
5.7 Optimizing Business Processes – Step 11 00:00:00
5.8 Optimizing Business Processes - Step 12
5.8 Optimizing Business Processes – Step 12 00:00:00
5.9 Optimizing Business Processes - Step 13
5.9 Optimizing Business Processes – Step 13 00:00:00
5.10 Optimizing Business Processes - Step 14
5.10 Optimizing Business Processes – Step 14 00:00:00
5.11 Optimizing Business Processes - Step 15
5.11 Optimizing Business Processes – Step 15 00:00:00
5.12 Optimizing Business Processes - Step 16
5.12 Optimizing Business Processes – Step 16 00:00:00
5.13 Optimizing Business Processes - Step 17
5.13 Optimizing Business Processes – Step 17 00:00:00
5.14 Optimizing Business Processes - Step 18
5.14 Optimizing Business Processes – Step 18 00:00:00
5.15 Optimizing Business Processes - Step 19
5.15 Optimizing Business Processes – Step 19 00:00:00
5.16 Optimizing Business Processes - Step 20
5.16 Optimizing Business Processes – Step 20 00:00:00
6.1 Homework Instruction
6.1 Homework Instruction 00:00:00
6.2 Homework Solution
6.2 Homework Solution 00:00:00
7.1 Welcome to Part 2 - Minimizing Costs
7.1 Welcome to Part 2 – Minimizing Costs 00:00:00
8.1 Minimizing Costs - Step 1
8.1 Minimizing Costs – Step 1 00:00:00
8.2 Minimizing Costs - Step 2
8.2 Minimizing Costs – Step 2 00:00:00
8.3 Minimizing Costs - Step 3
8.3 Minimizing Costs – Step 3 00:00:00
9.1 Welcome to the Intuition Section
9.1 Welcome to the Intuition Section 00:00:00
9.2 Plan of Attack
9.2 Plan of Attack 00:00:00
9.3 Deep Q-Learning Intuition - Step 1
9.3 Deep Q-Learning Intuition – Step 1 00:00:00
9.4 Deep Q-Learning Intuition - Step 2
9.4 Deep Q-Learning Intuition – Step 2 00:00:00
9.5 Experience Replay
9.5 Experience Replay 00:00:00
9.6 Action Selection Policies
9.6 Action Selection Policies 00:00:00
10.1 Minimizing Costs - Step 4
10.1 Minimizing Costs – Step 4 00:00:00
10.2 Minimizing Costs - Step 5
10.2 Minimizing Costs – Step 5 00:00:00
10.3 Minimizing Costs - Step 6
10.3 Minimizing Costs – Step 6 00:00:00
10.4 Minimizing Costs - Step 7
10.4 Minimizing Costs – Step 7 00:00:00
10.5 Minimizing Costs - Step 8
10.5 Minimizing Costs – Step 8 00:00:00
10.6 Minimizing Costs - Step 9
10.6 Minimizing Costs – Step 9 00:00:00
10.7 Minimizing Costs - Step 10
10.7 Minimizing Costs – Step 10 00:00:00
10.8 Minimizing Costs - Step 11
10.8 Minimizing Costs – Step 11 00:00:00
10.9 Minimizing Costs - Step 12
10.9 Minimizing Costs – Step 12 00:00:00
10.10 Minimizing Costs - Step 13
10.10 Minimizing Costs – Step 13 00:00:00
10.11 Minimizing Costs - Step 14
10.11 Minimizing Costs – Step 14 00:00:00
10.12 Minimizing Costs - Step 15
10.12 Minimizing Costs – Step 15 00:00:00
10.13 Minimizing Costs - Step 16
10.13 Minimizing Costs – Step 16 00:00:00
10.14 Minimizing Costs - Step 16
10.14 Minimizing Costs – Step 16 00:00:00
10.15 Minimizing Costs - Step 18
10.15 Minimizing Costs – Step 18 00:00:00
10.16 Minimizing Costs - Step 19
10.16 Minimizing Costs – Step 19 00:00:00
10.17 Minimizing Costs - Step 20
10.17 Minimizing Costs – Step 20 00:00:00
10.18 Minimizing Costs - Step 21
10.18 Minimizing Costs – Step 21 00:00:00
10.19 Minimizing Costs - Step 22
10.19 Minimizing Costs – Step 22 00:00:00
10.20 Minimizing Costs - Step 23
10.20 Minimizing Costs – Step 23 00:00:00
10.21 Minimizing Costs - Step 24
10.21 Minimizing Costs – Step 24 00:00:00
10.22 Minimizing Costs - Step 25
10.22 Minimizing Costs – Step 25 00:00:00
10.23 Minimizing Costs - Step 26
10.23 Minimizing Costs – Step 26 00:00:00
10.24 Minimizing Costs - Step 27
10.24 Minimizing Costs – Step 27 00:00:00
10.25 Minimizing Costs - Step 28
10.25 Minimizing Costs – Step 28 00:00:00
10.26 Minimizing Costs - Step 29
10.26 Minimizing Costs – Step 29 00:00:00
10.27 Minimizing Costs - Step 30
10.27 Minimizing Costs – Step 30 00:00:00
10.28 Minimizing Costs - Step 31
10.28 Minimizing Costs – Step 31 00:00:00
10.29 Minimizing Costs - Step 32
10.29 Minimizing Costs – Step 32 00:00:00
10.30 Installing Keras
10.30 Installing Keras 00:00:00
10.31 Minimizing Costs - Step 33
10.31 Minimizing Costs – Step 33 00:00:00
10.32 Minimizing Costs - Step 34
10.32 Minimizing Costs – Step 34 00:00:00
10.33 Minimizing Costs - Step 35
10.33 Minimizing Costs – Step 35 00:00:00
10.34 Minimizing Costs - Step 36
10.34 Minimizing Costs – Step 36 00:00:00
11.1 Homework Instruction
11.1 Homework Instruction 00:00:00
11.2 Homework Solution
11.2 Homework Solution 00:00:00
11.3 BONUS Dropout
11.3 BONUS Dropout 00:00:00
12.1 Welcome to Part 3 - Maximizing Revenues
12.1 Welcome to Part 3 – Maximizing Revenues 00:00:00
13.1 Maximizing Revenues - Step 1
13.1 Maximizing Revenues – Step 1 00:00:00
13.2 Maximizing Revenues - Step 2
13.2 Maximizing Revenues – Step 2 00:00:00
13.3 Maximizing Revenues - Step 3
13.3 Maximizing Revenues – Step 3 00:00:00
14.1 Welcome to the Intuition Section
14.1 Welcome to the Intuition Section 00:00:00
14.2 The Multi-Armed Bandit Problem
14.2 The Multi-Armed Bandit Problem 00:00:00
14.3 Thompson Sampling Intuition
14.3 Thompson Sampling Intuition 00:00:00
15.1 Maximizing Revenues - Step 4
15.11 Maximizing Revenues – Step 14 00:00:00
15.2 Maximizing Revenues - Step 5
15.2 Maximizing Revenues – Step 5 00:00:00
15.3 Maximizing Revenues - Step 6
15.3 Maximizing Revenues – Step 6 00:00:00
15.4 Maximizing Revenues - Step 7
15.4 Maximizing Revenues – Step 7 00:00:00
15.5 Maximizing Revenues - Step 8
15.5 Maximizing Revenues – Step 8 00:00:00
15.6 Maximizing Revenues - Step 9
15.6 Maximizing Revenues – Step 9 00:00:00
15.7 Maximizing Revenues - Step 10
15.7 Maximizing Revenues – Step 10 00:00:00
15.8 Maximizing Revenues - Step 11
15.8 Maximizing Revenues – Step 11 00:00:00
15.9 Maximizing Revenues - Step 12
15.9 Maximizing Revenues – Step 12 00:00:00
15.10 Maximizing Revenues - Step 13
15.10 Maximizing Revenues – Step 13 00:00:00
15.11 Maximizing Revenues - Step 14
15.11 Maximizing Revenues – Step 14 00:00:00
15.12 Maximizing Revenues - Step 15
15.12 Maximizing Revenues – Step 15 00:00:00
15.13 Maximizing Revenues - Step 16
15.13 Maximizing Revenues – Step 16 00:00:00
16.1 Homework Instruction
16.1 Homework Instruction 00:00:00
16.2 Homework Solution
16.2 Homework Solution 00:00:00
17.1 Plan of Attack
17.1 Plan of Attack 00:00:00
17.2 The Neuron
17.2 The Neuron 00:00:00
17.3 The Activation Function
17.3 The Activation Function 00:00:00
17.4 How do Neural Networks work
17.4 How do Neural Networks work 00:00:00
17.5 How do Neural Networks learn
17.5 How do Neural Networks learn 00:00:00
17.6 Gradient Descent
17.6 Gradient Descent 00:00:00
17.7 Stochastic Gradient Descent
17.7 Stochastic Gradient Descent 00:00:00
17.8 Back-Propagation
17.8 Back-Propagation 00:00:00

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