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Data Science from Scratch

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Data Science from Scratch

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Description

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

Author Biography

Joel Grus is Chief Scientist and Head of Analytics at VoloMetrix, an enterprise analytics startup in Seattle. He has been doing data science since before it was called that, at a handful of Seattle startups before this one, and at Bing when one of those startups got bought by Microsoft. He's been using Python for almost 10 years. Joel is active in the Seattle data science community and maintains a blog at joelgrus.com
Release date Australia
May 1st, 2015
Author
Audiences
  • Technical / Manuals
  • Tertiary Education (US: College)
Country of Publication
United States
Imprint
O'Reilly Media, Inc, USA
Pages
330
Publisher
O'Reilly Media, Inc, USA
Dimensions
179x233x17
ISBN-13
9781491901427
Product ID
23111991

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