Cover of The Hundred-Page Machine Learning Book

The Hundred-Page Machine Learning Book

Andriy Burkov

Published 2019

Provides a practical guide to get started and execute on machine learning within a few days without necessarily knowing much about machine learning.The first five chapters are enough to get you started and the next few chapters provide you a good...

15 score
#139 overall

Score based on developer article recommendations — not sales data or reviews.

Machine LearningAI / MLdeep-learningnumpy
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🟢 Developer Verdict

A concise, practical introduction to machine learning, designed to quickly equip beginners with core concepts and execution skills.

Read this if

  • You need a rapid, practical introduction to machine learning.
  • You are a developer new to ML seeking core concepts quickly.
  • You prefer a concise overview over lengthy, deep dive texts.

Skip this for now if

  • You require in-depth theoretical proofs or advanced topics.
  • You prefer extensive code examples or hands-on tutorials.
  • You already possess a strong understanding of machine learning.
Developer signal: Overwhelming Consensus · 100% 6 analyzed mentions ConcisePracticalBeginner Friendly

🔄 Compare & Reading Path

📊 Why Developers Recommend

1.

It makes AI and machine learning accessible to newcomers.

2.

Cited by 6 different developers, each bringing their own experience and perspective.

3.

Valued for its focused, efficient approach — delivering key insights without unnecessary padding.

Top signals: ConcisePracticalBeginner Friendly

💬 What Developers Say

"I think fastest way to know what Machine Learning and maybe AI is."

— payamhn · Machine Learning for Everyone: A Book Review · Dec 24, 2025

"I think in our modern world this book is a Have To Read book."

— payamhn · Machine Learning for Everyone: A Book Review · Dec 24, 2025

"I recommend you check out two books from **Andriy Burkov** - The Hundred-Page Machine Learning Book"

— empiree · How to Become an AI Developer in 2025 · Jan 20, 2025

Based on 6 developer article mentions

👤 Who Should Read This

Best for

  • CS students supplementing their academic learning
Difficulty: Beginner-friendly Style: Practical, Concise

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Score Trend

Last 90 Days

Articles

0

vs prev 90d

+3

Unique authors

6

Total mentions

6

Source Platforms

DEV 6
📰 About this signal · 6 analyzed mentions · Mostly High confidence

Article Types

Book List 3
Learning Path 2
Book Review 1

Confidence

High 4
Medium 2
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