Mathematical methods in data science : bridging theory and applications with Python /

"A hands-on textbook for advanced undergraduates and beginning graduate students in data science, offering an accessible introduction to the essential mathematics behind modern data analysis. With practical Python examples and hundreds of exercises and problems, it's an invaluable resource...

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Bibliographic Details
Main Author: Roch, Sébastien (Author)
Format: Book
Language:English
Published: Cambridge, United Kingdom ; New York, NY : Cambridge University Press, 2026.
Series:Cambridge mathematical textbooks.
Subjects:
Description
Summary:"A hands-on textbook for advanced undergraduates and beginning graduate students in data science, offering an accessible introduction to the essential mathematics behind modern data analysis. With practical Python examples and hundreds of exercises and problems, it's an invaluable resource for students and educators alike"-- Provided by publisher.
Physical Description:xvi, 564 pages : illustrations (some color) ; 27 cm.
Bibliography:Includes bibliographical references and index.
ISBN:9781009509459
1009509454
1009509403
9781009509404