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AI Crash Course. A fun and hands-on introduction to machine learning, reinforcement learning, deep learning, and artificial intelligence with Python

AI Crash Course. A fun and hands-on introduction to machine learning, reinforcement learning, deep learning, and artificial intelligence with Python

Hadelin de Ponteves

Ebook
Welcome to the Robot World … and start building intelligent software now!

Through his best-selling video courses, Hadelin de Ponteves has taught hundreds of thousands of people to write AI software. Now, for the first time, his hands-on, energetic approach is available as a book. Starting with the basics before easing you into more complicated formulas and notation, AI Crash Course gives you everything you need to build AI systems with reinforcement learning and deep learning. Five full working projects put the ideas into action, showing step-by-step how to build intelligent software using the best and easiest tools for AI programming, including Python, TensorFlow, Keras, and PyTorch.

AI Crash Course teaches everyone to build an AI to work in their applications. Once you've read this book, you're only limited by your imagination.
  • 1. Welcome to the Robot World
  • 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
  • Tytuł: AI Crash Course. A fun and hands-on introduction to machine learning, reinforcement learning, deep learning, and artificial intelligence with Python
  • Autor: Hadelin de Ponteves
  • Tytuł oryginału: AI Crash Course. A fun and hands-on introduction to machine learning, reinforcement learning, deep learning, and artificial intelligence with Python
  • ISBN: 9781838645557, 9781838645557
  • Data wydania: 2019-11-29
  • Format: Ebook
  • Identyfikator pozycji: e_2az1
  • Wydawca: Packt Publishing