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Data Science
- A First Introduction
Engelsk
Bogcover for Data Science af Trevor Campbell, Tiffany Timbers, Melissa Lee, 9780367524685
Specifikationer
Sprog:
Engelsk
Sider:
456
ISBN-13:
9780367524685
Indbinding:
Paperback
ISBN-10:
0367524686
Udg. Dato:
15 jul 2022
Størrelse i cm:
17,6 x 25,3 x 2,7
Oplagsdato:
15 jul 2022
Paperback 2022
Format:

Bog beskrivelse

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.

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Specifikationer
Sprog:
Engelsk
Sider:
456
ISBN-13:
9780367524685
Indbinding:
Paperback
ISBN-10:
0367524686
Udg. Dato:
15 jul 2022
Størrelse i cm:
17,6 x 25,3 x 2,7
Oplagsdato:
15 jul 2022
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