Data Science from Scratch: First Principles with Python

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Amazon: https://www.amazon.com/Data-Science-Scratch-Principles-Python/dp/1492041130?SubscriptionId=AKIAILSHYYTFIVPWUY6Q&tag=duckduckgo-ffab-it-21&linkCode=xm2&camp=2025&creative=165953&creativeASIN=1492041130

Written by Joel Grus.
Data science libraries, frameworks, modules, and toolkits are great for doing data science, but they're also a good way to dive into the discipline without actually understanding data science. With this updated second edition, you'll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch.

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