Statistics for Data Scientists

An introduction to probability, statistics, and data analysis

Autor: Maurits Kaptein, Edwin van den Heuvel

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer Nature Switzerland AG

Dostupnost: Skladem u dodavatele v malém množství

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This book provides an undergraduate introduction to analysing data for data science, computer scienc...

Informace o knize

Autor

Maurits Kaptein, Edwin van den Heuvel

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2022

Stránek

321

EAN

9783030105303

Enbook ID

20755332

Vydavatel

Springer Nature Switzerland AG

Hmotnost

538

Rozměry

234 x 155 x 23

Kompletní popis

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.

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Statistics for Data Scientists

An introduction to probability, statistics, and data analysis

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také