Data Science from Scratch, Paperback

Data Science from Scratch Paperback


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


  • Format: Paperback
  • Pages: 330 pages, black & white illustrations
  • Publisher: O'Reilly Media, Inc, USA
  • Publication Date:
  • Category: Computer science
  • ISBN: 9781491901427



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