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AI Crash Course : A Fun and Hands-on Introduction to Reinforcement Learning, Deep Learning, and Artificial Intelligence with Python
by Hadelin de Ponteves
English | 2019 | ISBN: 1838645357 | 361 Pages | PDF/ePUB | 47 MB
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.
What you will learn
Master the basics of AI without any previous experience
Build fun projects, including a virtual-self-driving car and a robot warehouse worker
Use AI to solve real-world business problems
Learn how to code in Python
Discover the 5 principles of reinforcement learning
Create your own AI toolkit
If you want to add AI to your skillset, this book is for you. It doesn't require data science or machine learning knowledge. Just maths basics (high school level).
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