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Statistics for Data Scientists

Jezik EngleskiEngleski
Knjiga Meki uvez
Knjiga Statistics for Data Scientists Maurits Kaptein
Libristo kod: 20755332
Nakladnici Springer Nature Switzerland AG, veljača 2022
This book provides an undergraduate introduction to analysing data for data science, computer scienc... Cijeli opis
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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.

Informacije o knjizi

Puni naziv Statistics for Data Scientists
Jezik Engleski
Uvez Knjiga - Meki uvez
Datum izdanja 2022
Broj stranica 321
EAN 9783030105303
Libristo kod 20755332
Težina 538
Dimenzije 234 x 155 x 23
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