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Data Science from Scratch: First Principles with Python


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…

Data Science From Scratch

ISBN 10 : 9781491904398
ISBN 13 : 1491904399

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 From Scratch

ISBN 10 : 9781491904404
ISBN 13 : 1491904402

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 From Scratch

ISBN 10 : 149190142X
ISBN 13 : 9781491901427

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 c..


Python Data Science Essentials

ISBN 10 : 9781786462831
ISBN 13 : 1786462834

Become an efficient data science practitioner by understanding Python's key concepts About This Book Quickly get familiar with data science using Python 3.5 Save time (and effort) ..


Python Data Science Handbook

ISBN 10 : 9781491912133
ISBN 13 : 1491912138

For many researchers, Python is a first-class tool mainly because of its libraries for storing, manipulating, and gaining insight from data. Several resources exist for individual ..


Data Science For Business

ISBN 10 : 9781449374280
ISBN 13 : 144937428X

Written by renowned data science experts Foster Provost and Tom Fawcett, Data Science for Business introduces the fundamental principles of data science, and walks you through the ..


Python For Data Analysis

ISBN 10 : 9781449319793
ISBN 13 : 1449319793

Presents case studies and instructions on how to solve data analysis problems using Python...