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Statistics for Data Scientists
- An Introduction to Probability, Statistics, and Data Analysis
Engelsk
Bogcover for Statistics for Data Scientists af Edwin van den Heuvel, Maurits Kaptein, 9783030105303
Specifikationer
Sprog:
Engelsk
Sider:
321
ISBN-13:
9783030105303
Indbinding:
Paperback
ISBN-10:
303010530X
Udg. Dato:
3 feb 2022
Størrelse i cm:
15,5 x 23,4 x 2,3
Oplagsdato:
3 feb 2022

Statistics for Data Scientists

- An Introduction to Probability, Statistics, and Data Analysis
Engelsk
Paperback 2022
Format:

Bog beskrivelse

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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Specifikationer
Sprog:
Engelsk
Sider:
321
ISBN-13:
9783030105303
Indbinding:
Paperback
ISBN-10:
303010530X
Udg. Dato:
3 feb 2022
Størrelse i cm:
15,5 x 23,4 x 2,3
Oplagsdato:
3 feb 2022
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