Book Image

AI Crash Course

By : Hadelin de Ponteves
5 (2)
Book Image

AI Crash Course

5 (2)
By: Hadelin de Ponteves

Overview of this book

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.
Table of Contents (17 chapters)
16
Index

AI for Business – Minimize Costs with Deep Q-Learning

It's great that you can implement a deep Q-learning model to build a self-driving car. Really, once again, huge congratulations to you for that. But I also want you to be able to use deep Q-learning to solve a real-world business problem. With this next application, you'll be more than ready to add value to your work or business by leveraging AI. Even though we'll once again use a specific application, this chapter will provide you with a general AI framework, a blueprint containing the general steps of the process you have to follow when solving a real-world problem with deep Q-learning. This chapter is very important to you and for your career; I don't want you to close this book before you feel confident with the skills you'll learn here. Let's smash this next application together!