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AI for the Rest of Us

An Illustrated Introduction

AI for the Rest of Us cover

Description

We're in a transformative era. The printing press made information readily available, electricity powered our dreams, and the industrial revolution reshaped our work. Now, AI is poised to transform nearly every facet of our lives, from how we work to how we play, create, and even think.
But here's the catch: AI isn't as simple as operating a printing press or plugging into electricity. It's elusive, a tad mysterious, and sometimes feels impenetrable, like a complex puzzle without a manual.

We live in an age where AI "experts" are emerging from the woodwork faster than weeds in an abandoned lawn. Thanks to their tireless work, social media is flooded with the hallucinated wisdom of AI. These click-baity posts are reshared in echo chambers, leaving the general public misinformed and harboring fears about the future. While there is no doubt that AI will impact our future, there are several myths running around that need to be busted.

This book assumes that you come from neither background. In fact, it assumes you have almost no knowledge of machine learning, coding, or any other technical prerequisite. We'll dive into fundamental AI concepts and work our way up to more complex ideas, all presented in a no-nonsense style enriched with ample illustrations, humor, and storytelling. Both timeless algorithms and modern blockbuster applications are covered so that you have the context of what was (and on occasion still is) used and what powers the things we love and use today.

Table of Contents

Part I
1. The AI Revolution
2. The Fundamentals of AI
3. A Few Good Algorithms
4. Neural Networks

Part II
5. Natural Language Processing and Sequence Models
6. Transformers and Large Language Models
7. Machine Vision
8. Generative Models
9. Recommendation Systems
10. The Zen of ML

Product details

Bloomsbury Academic Test
Published 02 Oct 2025
Format Ebook (PDF)
Edition 1st
Extent 184
ISBN 9798881867454
Imprint Bloomsbury Academic
Illustrations 50 b/w illustrations
Publisher Bloomsbury Publishing

About the contributors

Author

Sairam Sundaresan

Sairam Sundaresan is a machine learning scientist…

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