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A Hands-On Introduction to Data Science with R - Tapa blanda

Shah

 
9781009589055: A Hands-On Introduction to Data Science with R
Tapa blanda
ISBN 10: 1009589059 ISBN 13: 9781009589055
Editorial: Cambridge University Press, 2026

Sinopsis

Students will develop a practical understanding of data science with this hands-on textbook for introductory courses. This new edition is fully revised and updated, with numerous exercises and examples in the popular data science tool R, a new chapter on using R for statistical analysis, and a new chapter that demonstrates how to use R within a range of cloud platforms. The many practice examples, drawn from real-life applications, range from small to big data and come to life in a new end-to-end project in Chapter 11. New 'Data Science in Practice' boxes highlight how concepts introduced work within an industry context and many chapters include new sections on AI and Generative AI. A suite of online material for instructors provides a strong supplement to the book, including lecture slides, solutions, additional assessment material and curriculum suggestions. Datasets and code are available for students online. This entry-level textbook is ideal for readers from a range of disciplines wishing to build a practical, working knowledge of data science.

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Acerca del autor

Chirag Shah is Professor of Information and Computer Science at University of Washington (UW) in Seattle. He is the Founding Director for InfoSeeking Lab and Founding Co-Director of the Center for Responsibility in AI Systems & Experiences (RAISE). His research focuses on building, auditing, and correcting intelligent information access systems. Dr. Shah is a Distinguished Member of ACM as well as ASIS&T, and a Senior Member of IEEE. He has published nearly 200 peer-reviewed articles and authored several books, including textbooks on data science and machine learning. He regularly engages with industrial research labs at Amazon, ByteDance, Microsoft Research, and Spotify.

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Editorial
Cambridge University Press
Año de publicación
2026
Idioma
Inglés
ISBN 10 
1009589059
ISBN 13 
9781009589055
Encuadernación
Tapa blanda
Número de edición
2
Número de páginas
406
Contacto del fabricante
Cambridge University Press
https://www.cambridge.org/

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Pomezia
Italia
71
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9781009589079: A Hands-On Introduction to Data Science with R

Edición Destacada

ISBN 10:  1009589075 ISBN 13:  9781009589079
Editorial: Cambridge University Press, 2026
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