Machine Learning, Clearly

A Beginner’s Notebook Companion.
By Miftahur Rahman, Ph.D. · Published by IRays Teknology Ltd.
Based on Andriy Burkov, The Hundred-Page Machine Learning Book (2019).

© 2026 IRays Teknology Ltd. All rights reserved. List price $9.99 USD.

Contents

• Front Matter — Title, Preface & How to Read  ·  read online
• Chapter 1 — Introduction  ·  read online
• Chapter 2 — Notation and Definitions  ·  read online
• Chapter 3 — Fundamental Algorithms  ·  read online
• Chapter 4 — Anatomy of a Learning Algorithm  ·  read online
• Chapter 5 — Basic Practice  ·  read online
• Chapter 6 — Neural Networks and Deep Learning  ·  read online
• Chapter 7 — Problems and Solutions  ·  read online
• Chapter 8 — Advanced Practice  ·  read online
• Chapter 9 — Unsupervised Learning  ·  read online
• Chapter 10 — Other Forms of Learning  ·  read online
• Chapter 11 — Conclusion  ·  read online
• Whole Book (single HTML file)  ·  read online

Each chapter is available to read online (HTML). © 2026 IRays Teknology Ltd. — all rights reserved; no redistribution permitted.