On this page you can find the ebook “Data Science from Scratch” by Joel Grus. Share us on FACEBOOK/TWITTER/PINTEREST/GOOGLE+ and you can download it for free!
File format: epub.pdf.mobi.djvu.ibooks
Size: 363,18 kB
Release date: 01 Apr 2016
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 moreshow more