Data Science from Scratch: First Principles with Python (Paperback)

Joel Grus

  • 出版商: O'Reilly Media
  • 出版日期: 2015-04-30
  • 定價: USD $39.99
  • 售價: $1,330
  • 貴賓價: 9.5$1,260
  • 語言: 英文
  • 頁數: 330
  • 裝訂: Paperback
  • ISBN: 149190142X
  • ISBN-13: 9781491901427

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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