ENGLISH

A Hands-On Introduction to Data Science

By Chirag Shah

Book information

Publisher
Cambridge University Press
Year
2020
ISBN
1108472443, 9781108472449
Language
english
Format
PDF
Filesize
12 MB (12262379 bytes)
Edition
1
Pages
424\460
Time added
2020-06-29 20:39:48

Description

This book introduces the field of data science in a practical and accessible manner, using a hands-on approach that assumes no prior knowledge of the subject. The foundational ideas and techniques of data science are provided independently from technology, allowing students to easily develop a firm understanding of the subject without a strong technical background, as well as being presented with material that will have continual relevance even after tools and technologies change. Using popular data science tools such as Python and R, the book offers many examples of real-life applications, with practice ranging from small to big data. A suite of online material for both instructors and students provides a strong supplement to the book, including datasets, chapter slides, solutions, sample exams and curriculum suggestions. This entry-level textbook is ideally suited to readers from a range of disciplines wishing to build a practical, working knowledge of data science.

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