Data Science from Scratch (Heftet)


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Innbinding: Heftet
Utgivelsesår: 2015
Antall sider: 330
Forlag: O'Reilly Media, Inc, USA
Språk: Engelsk
ISBN/EAN: 9781491901427
Omtale: Data Science from Scratch
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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