Data Science from Scratch: First Principles with Python ePub (Adobe DRM) download by Joel Grus

Data Science from Scratch: First Principles with Python

O'Reilly Media
Publication date: April 2015
ISBN: 9781491904398
Digital Book format: ePub (Adobe DRM)

Buy ePub

List price:
$33.99
Our price:
$30.99

You save: $3.00 (9%)
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. In this book, 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.Get a crash course in PythonLearn the basics of linear algebra, statistics, and probability—and understand how and when they're used in data scienceCollect, explore, clean, munge, and manipulate dataDive into the fundamentals of machine learningImplement models such as k-nearest Neighbors, Naive Bayes, linear and logistic regression, decision trees, neural networks, and clusteringExplore recommender systems, natural language processing, network analysis, MapReduce, and databases
Please sign in to review this product.
Devices:
Data Science from Scratch: First Principles with Python ePub (Adobe DRM) can be read on any device that can open ePub (Adobe DRM) files.

File Size:
5084 Kb
Language:
ENG
Copy From Text:
Disabled.
Printing:
Disabled.
Data Science from Scratch: First Principles with Python ePub (Adobe DRM) download by Joel Grus
O'Reilly Media, April 2015
ISBN: 9781491904398
EAN:  9781491904398
ePub (Adobe DRM)
List Price: $33.99 eBook price: $30.99
Data Science from Scratch: First Principles with Python PDF (Adobe DRM) download by Joel Grus
O'Reilly Media, April 2015
ISBN: 9781491904404
EAN:  9781491904404
PDF (Adobe DRM)
List Price: $33.99 eBook price: $30.99