De Pontves H. AI Crash Course: A fun and hands-on introduction to machine learning, reinforcement learning, deep learning and AI with Python

Packt, 2019. — 360 p. — ISBN: 9781838645359.This friendly and accessible guide to AI theory and programming in Python requires no maths or data science background.Key FeaturesRoll up your sleeves and start programming AI models
No math, data science, or machine learning background required
Packed with hands-on examples, illustrations, and clear step-by-step instructions
5 hands-on working projects put ideas into action and show step-by-step how to build intelligent softwareAI is changing the world - and with this book, anyone can start building intelligent software!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. Taking a graduated approach that starts with the basics before easing readers into more complicated formulas and notation, Hadelin helps you understand what you really 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:Google Colab
Python
TensorFlow
Keras
PyTorch