Free eBook: AI Crash Course
Hadelin de Ponteves, 360 pages, Nov 2019
- Learn from friendly, plain English explanations and practical activities
- Put ideas into action with 5 hands-on projects that show step-by-step how to build intelligent software
- Use AI to win classic video games and construct a virtual self-driving car
DescriptionAI legend Hadelin de Ponteves captures his proven AI training approach in a friendly, interactive, and hands-on tutorial book.
Register now to access this free eBook
Welcome to the Robot World
This chapter introduces you to the world of Artificial Intelligence.
Discover Your AI Toolkit
This chapter uncovers an easy-to-use toolkit of all the AImodels as Python files, ready to run thanks to the amazing Google Colaboratory platform.
Python Fundamentals – Learn How to Code in Python
This chapter provides the right Python fundamentals and teaches you how to code in Python.
AI Foundation Techniques
This chapter introduces you to reinforcement learning and its five fundamental principles.
Your First AI Model – Beware the Bandits!
This chapter teaches the theory of the multiarmed bandit problem and how to solve it in the best way with the Thompson Sampling AI model.
AI for Sales and Advertising – Sell like the Wolf of AI Street
This chapter applies the Thompson Sampling AI model of Chapter 5 to solve a real-world business problem related to sales and advertising.
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Be an adaptive thinker that leads the way to Artificial Intelligence
Build your Machine Learning portfolio by creating 6 cutting-edge Artificial Intelligence projects using neural networks in Python