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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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Toc

Table of Contents (17) Chapters Close

Preface 1. Welcome to the Robot World FREE CHAPTER 2. Discover Your AI Toolkit 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

Exploring what's next for you in AI

You've come such a long way! Let's take a last step back and see what knowledge you've gained and what skills you've acquired:

  • You have a solid intuition of Reinforcement Learning.
  • You can use it to solve real-world problems.
  • You can program in a way that sets you apart and puts you at the cutting edge of AI.
  • You can write systems that learn and improve over time.
  • You have the solid basics that allow you to go further in AI.

Speaking of going further, the question is: how? How will you apply what you've learned? What will you do next? First of all, your next step is:

Practice, practice, and practice

There are many ways to practice your AI skills. You can enter AI competitions like the ones on Kaggle, which contain problems that can be solved with deep reinforcement learning. You could build some new AIs like the one we created for the self-driving car. For example, you...

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