AI Crash Course

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

person icon Hadelin De Ponteves

ebook icon Packt Publishing

language icon Language - English

updated on icon Updated on Jul, 2024

category icon Development ,Data Science,

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This eBook includes

Formats : PDF, EPUB, MOBI (Downlodable)

Pages : 360

ISBN : 9781838645557

Language : English

About the Book

Book description

Unlock the power of artificial intelligence with top TutorialsPoint AI instructor Hadelin de Ponteves.

Key Features

Learn from friendly, plain English explanations and practical activities
Put ideas into action with 5 hands-on projects that show step-by-step how to build intelligent software
Use AI to win classic video games and construct a virtual self-driving car

Book Description

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

Who this book is for

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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Author Details

<a href="https://market.tutorialspoint.com/author/hadelin_de_ponteves">Hadelin De Ponteves</a>

Packt are an established, trusted, and innovative global technical learning publisher, founded in Birmingham, UK with over eighteen years experience delivering rich premium content from ground-breaking authors and lecturers on a wide range of emerging and established technologies for professional development.

Packt’s purpose is to help technology professionals advance their knowledge and support the growth of new technologies by publishing vital user focused knowledge-based content faster than any other tech publisher, with a growing library of over 9,000 titles, in book, e-book, audio and video learning formats, our multimedia content is valued as a vital learning tool and offers exceptional support for the development of technology knowledge.

We publish on topics that are at the very cutting edge of technology, helping IT professionals learn about the newest tools and frameworks in a way that suits them.