Tiffany Timbers

(Author)

Data Science: A First IntroductionPaperback, 15 July 2022

Data Science: A First Introduction
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Part of Series
Chapman & Hall/CRC Data Science
Print Length
456 pages
Language
English
Publisher
CRC Press
Date Published
15 Jul 2022
ISBN-10
0367524686
ISBN-13
9780367524685

Description

Data Science: A First Introduction focuses on using the R programming language in Jupyter notebooks to perform data manipulation and cleaning, create effective visualizations, and extract insights from data using classification, regression, clustering, and inference.

The text emphasizes workflows that are clear, reproducible, and shareable, and includes coverage of the basics of version control. All source code is available online, demonstrating the use of good reproducible project workflows.

Based on educational research and active learning principles, the book uses a modern approach to R and includes accompanying autograded Jupyter worksheets for interactive, self-directed learning. The book will leave readers well-prepared for data science projects.

The book is designed for learners from all disciplines with minimal prior knowledge of mathematics and programming. The authors have honed the material through years of experience teaching thousands of undergraduates in the University of British Columbia's DSCI100: Introduction to Data Science course.

Product Details

Authors:
Tiffany TimbersTrevor CampbellMelissa Lee
Book Format:
Paperback
Country of Origin:
US
Date Published:
15 July 2022
Dimensions:
25.4 x 17.78 x 2.29 cm
ISBN-10:
0367524686
ISBN-13:
9780367524685
Language:
English
Location:
Oxford
Pages:
456
Publisher:
Weight:
766.57 gm

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