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Title: E-Book Data Science from Scratch: First Principles with Python By Joel Grus FREE READ
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Data Science from Scratch: First Principles with Python

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Book Details

Author : Joel Grus
Pages : 330 pages
Publisher : O Reilly Media 2015-04-30
Language : English

Book Synopsis

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

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