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AI Crash Course

You're reading from   AI Crash Course A fun and hands-on introduction to machine learning, reinforcement learning, deep learning, and artificial intelligence with Python

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Product type Paperback
Published in Nov 2019
Publisher Packt
ISBN-13 9781838645359
Length 360 pages
Edition 1st Edition
Languages
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Author (1):
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Hadelin de Ponteves Hadelin de Ponteves
Author Profile Icon Hadelin de Ponteves
Hadelin de Ponteves
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Table of Contents (17) Chapters Close

Preface 1. Welcome to the Robot World 2. Discover Your AI Toolkit FREE CHAPTER 3. Python Fundamentals – Learn How to Code in Python 4. AI Foundation Techniques 5. Your First AI Model – Beware the Bandits! 6. AI for Sales and Advertising – Sell like the Wolf of AI Street 7. Welcome to Q-Learning 8. AI for Logistics – Robots in a Warehouse 9. Going Pro with Artificial Brains – Deep Q-Learning 10. AI for Autonomous Vehicles – Build a Self-Driving Car 11. AI for Business – Minimize Costs with Deep Q-Learning 12. Deep Convolutional Q-Learning 13. AI for Games – Become the Master at Snake 14. Recap and Conclusion 15. Other Books You May Enjoy 16. Index

Discover Your AI Toolkit

In the previous chapter, you began your AI journey. Before you continue it, you need your AI toolkit. This book is not just theory; it also contains an easy-to-use toolkit of all the AI models as Python files, ready to run thanks to the amazing Google Colaboratory platform that you will also be introduced to in this chapter.

To fill your AI toolkit, I've prepared a GitHub page containing all the AI implementations for you to download, and Google Colab links of the Python notebooks containing the implementations, all ready to execute via an easy plug and play process.

You have been reading a chapter from
AI Crash Course
Published in: Nov 2019
Publisher: Packt
ISBN-13: 9781838645359
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