The Hundred Page Machine Learning
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...
Score based on developer article recommendations — not sales data or reviews.
🟢 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.
🔄 Compare & Reading Path
Alternatives
📊 Why Developers Recommend
It makes AI and machine learning accessible to newcomers.
Cited by 6 different developers, each bringing their own experience and perspective.
Valued for its focused, efficient approach — delivering key insights without unnecessary padding.
💬 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
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Andriy Burkov
Mentioned in 6 articles · #150 overall
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Recommended in 6 Articles
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Machine Learning for Everyone: A Book Review
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