Kniha Statistics for Data Scientists Maurits Kaptein

Statistics for Data Scientists

An introduction to probability, statistics, and data analysis

Jazyk: Angličtina
Väzba: Brožovaná
Dostupnosť: Skladom u dodávateľa v malom množstve
Odosielame za 13-18 dní
54.17
This book provides an undergraduate introduction to analysing data for data science, computer scienc...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Brožovaná
Vydalo
2022
Stránok
321
EAN
9783030105303
Enbook ID
20755332
Hmotnosť
538
Rozmery
234 x 155 x 23

Kompletný 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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