Subjects / Data science

Best books to learn Data science, in order

Data science blends statistics, programming, and communication. Build statistical thinking first, then the tools and modeling, then the craft of analysis that persuades.

Build your own Data science list →Browse all paths

Reading paths for data science

How to learn Data science

Beginner10books109 hrs4 stages

Popular data science books

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Frequently asked questions

How should I approach learning data science?
Data science blends statistics, programming, and communication. Build statistical thinking first, then the tools and modeling, then the craft of analysis that persuades.
What's a good book to start data science with?
A strong starting point is Deep Learning by Ian Goodfellow. The ordered reading paths above show exactly where it fits and what to read next.
What should I read after data science?
Once you have the fundamentals, explore closely related subjects like Statistics, Machine learning, Programming.

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