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Statistics for Data Scientists

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Het boek Statistics for Data Scientists is geschreven door Maurits Kaptein en het ISBN is 9783030105303. Deze paperback wordt aangeboden op bol.com. Dit betreft een tweedehands boek.

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Beschrijving

This book provides an undergraduate introduction to analysing data for data science, computer science, and quantitative social science students. It uniquely combines a hands-on approach to data analysis – supported by numerous real data examples and reusable [R] code – with a rigorous treatment of probability and statistical principles. Where contemporary undergraduate textbooks in probability theory or statistics often miss applications and an introductory treatment of modern methods (bootstrapping, Bayes, etc.), and where applied data analysis books often miss a rigorous theoretical treatment, this book provides an accessible but thorough introduction into data analysis, using statistical methods combining the two viewpoints. The book further focuses on methods for dealing with large data-sets and streaming-data and hence provides a single-course introduction of statistical methods for data science.

Extra informatie

ISBN

9783030105303

Auteurs

Maurits Kaptein

Druk

1st ed. 2022

Conditie

Tweedehands

Soort

Paperback

Staat

Als nieuw

Uitgever

Springer Nature Switzerland AG