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Data Science from Scratch

Joel Grus

  • Taal: Engels
  • Bindwijze: Paperback
  • Categorie: Computers & Informatica
  • Uitgever: O'Reilly Media, Inc, Usa
  • ISBN: 9781491901427
First Principles with Python



Samenvatting

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