Hadelin de Ponteves, Kirill Eremenko - Artificial Intelligence for Business

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Hadelin de Ponteves, Kirill Eremenko - Artificial Intelligence for Business | 7.58 GB

What you'll learn
OPTIMIZE BUSINESS PROCESSES
Master the General AI Framework
Implement Q-Learning
Save and Load a model






Build an Optimization Model
Implement Early Stopping
Maximize Efficiency
MAXIMIZE REVENUES
MINIMIZE COSTS
Implement Thompson Sampling
Implement Deep Q-Learning
Leverage AI to make the best decision
Build an AI Environment from scratch
Implement Online Learning
Build an Artificial Brain
Implement Regret Analysis

Requirements
High School Maths
Basic Python Knowledge

Description
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:
Optimize Business Processes
Minimize Costs
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.
Who this course is for:

Business Driven people, who are eager to learn how to leverage AI to optimize their Business, maximize profitability and efficiency
AI practitioners, who want to know what projects they can offer to their Employees
Aspiring Data Scientists, looking for Business Cases to add to their Portfolio
Technology Enthusiasts interested in leveraging Machine Learning and Artificial Intelligence to solve Business Problems
Consultants, who want to transition companies into AI Driven Businesses



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