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Statistics for Data Scientists
- An Introduction to Probability, Statistics, and Data Analysis
Engelsk Paperback
Statistics for Data Scientists
- An Introduction to Probability, Statistics, and Data Analysis
Engelsk Paperback

431 kr
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Om denne bog

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.

Product detaljer
Sprog:
Engelsk
Sider:
321
ISBN-13:
9783030105303
Indbinding:
Paperback
Udgave:
ISBN-10:
303010530X
Udg. Dato:
3 feb 2022
Længde:
23mm
Bredde:
234mm
Højde:
155mm
Forlag:
Springer Nature Switzerland AG
Oplagsdato:
3 feb 2022
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