Data Science from Scratch
Author | : Joel Grus |
Publisher | : O'Reilly Media |
Total Pages | : 330 |
Release | : 2015-04-25 |
Genre | : Computers |
ISBN | : 9781491901427 |
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This is a first-principles-based, practical introduction to the fundamentals of data science aimed at the mathematically-comfortable reader with some programming skills. The book covers: The important parts of Python to know The important parts of Math / Probability / Statistics to know The basics of data science How commonly-used data science techniques work (learning by implementing them) What is Map-Reduce and how to do it in Python Other applications such as NLP, Network Analysis, and more