Data Science from Scratch

Author:   Joel Grus
Publisher:   O'Reilly Media, Inc, USA
ISBN:  

9781491901427


Pages:   330
Publication Date:   01 May 2015
Format:   Paperback
Availability:   In Print   Availability explained
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Data Science from Scratch


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Overview

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

Full Product Details

Author:   Joel Grus
Publisher:   O'Reilly Media, Inc, USA
Imprint:   O'Reilly Media, Inc, USA
Dimensions:   Width: 18.20cm , Height: 1.70cm , Length: 23.20cm
Weight:   0.600kg
ISBN:  

9781491901427


ISBN 10:   149190142
Pages:   330
Publication Date:   01 May 2015
Audience:   College/higher education ,  General/trade ,  Tertiary & Higher Education
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

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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

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