The author of the book: Joel Grus
Format files: PDF, EPUB, TXT, DOCX
The size of the: 29.69 MB
Edition: O'Reilly Media, Inc, USA
Date of issue: 30 April 2015
Description of the book "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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