Data Science

Name: Data Science
SKU: 35566319
Price: 415.00 NZD
Availability: InStock

A First Introduction

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Format:

Hardback

Series:

Chapman & Hall/CRC Data Science Series

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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.

Author Biography:

Tiffany Timbers is an Assistant Professor of Teaching in the Department of Statistics and Co-Director for the Master of Data Science program (Vancouver Option) at the University of British Columbia. Trevor Campbell is an Assistant Professor in the Department of Statistics at the University of British Columbia. Melissa Lee is an Assistant Professor of Teaching in the Department of Statistics at the University of British Columbia

Release date NZ

July 15th, 2022

Author

Audiences

General (US: Trade)
Tertiary Education (US: College)

Illustrations

8 Tables, color; 124 Line drawings, color; 95 Halftones, color; 219 Illustrations, color

Pages

456

Series

Chapman & Hall/CRC Data Science Series

ISBN-13

9780367532178

Product ID

35566319

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