Data Science from Scratch : First Principles with Python

Data Science from Scratch : First Principles with Python

Description

Data science libraries, frameworks, modules, and toolkits are great for doing data science, but they're also a good way to dive into the discipline without actually understanding data science. With this updated second edition, you'll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch.

If you have an aptitude for mathematics and some programming skills, author Joel Grus will help you get comfortable with the math and statistics at the core of data science, and with hacking skills you need to get started as a data scientist. Today's messy glut of data holds answers to questions no one's even thought to ask. This book provides you with the know-how to dig those answers out.

Similar Books

ISBN 10: 1491912057
ISBN 13: 9781491912058

03 Jan 2017
Jake Vanderplas

ISBN 10: 149207294X
ISBN 13: 9781492072942

29 Jun 2020
Peter Bruce

ISBN 10: 1492032646
ISBN 13: 9781492032649

22 Oct 2019
Aurélien Géron

ISBN 10: 0099466066
ISBN 13: 9780099466062

02 Oct 2003
Noam Chomsky

ISBN 10: 0141015055
ISBN 13: 9780141015057

06 May 2004
Noam Chomsky

ISBN 10: 0307719227
ISBN 13: 9780307719225

17 Sep 2013
Daron Acemoglu

ISBN 10: 0593084349
ISBN 13: 9780593084342

03 Oct 2019
Robert Spalding

ISBN 10: 0691169446
ISBN 13: 9780691169446

18 May 2016
Christopher H. Achen

ISBN 10: 1089883188
ISBN 13: 9781089883180

08 Nov 2019
James Tippett

ISBN 10: 1786072866
ISBN 13: 9781786072863

09 Jan 2018
Vaclav Smil

ISBN 10: 1788702050
ISBN 13: 9781788702058

30 May 2019
Christoph Biermann

ISBN 10: 0135957052
ISBN 13: 9780135957059

09 Jan 2020
David Thomas