Author : Joel Grus
Release : 2015-04-25
Genre : Computers
Kind : eBook
Book Rating : 427/5 ( reviews)
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Book Synopsis Data Science from Scratch by : Joel Grus
Download or read book Data Science from Scratch written by Joel Grus. This book was released on 2015-04-25. Available in PDF, EPUB and Kindle. Book excerpt: 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