Data Science from Scratch
Synopsis
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
Publisher information
- Publisher: O'Reilly Media
- ISBN: 9781491901427
- Number of pages: 330
- Dimensions: 232 x 182 x 17 mm
- Weight: 600g


