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Statistics for Data Scientists - (BookRAR)

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名前:Statistics for Data Scientists - (BookRAR)
_DESCRIPTION_:

Description

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.

Book Details

   Language: English
   Published: 2022
   ISBN: 303010530X
   Format: True (PDF, EPUB)
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カテゴリ:Books
言語:English  English
合計サイズ:43.75 MB
情報のハッシュ:315384A45A68FE075B15197482BB9E48BFA09C2F
を追加することによって:bookrar Verified UploaderBook Worm
追加日:2022-02-11 12:51:59
トレントステータス:Torrent Verified


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