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Könyv Statistics for Data Scientists Maurits Kaptein

Statistics for Data Scientists

An introduction to probability, statistics, and data analysis

Szerző: Maurits Kaptein, Edwin van den Heuvel
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: Springer Nature Switzerland AG
Elérhetőség: Beszállítói készleten alacsony példányszámban
Küldés 13-18 napon belül
20 693 Ft
This book provides an undergraduate introduction to analysing data for data science, computer scienc...

Információk a könyvről

Szerző
Maurits Kaptein, Edwin van den Heuvel
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2022
oldal
321
EAN
9783030105303
Enbook ID
20755332
Kiadó
Springer Nature Switzerland AG
Súly
538
Méretek
234 x 155 x 23

Teljes leírás

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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