EAN: 9783030105303

9783030105303 - Undergraduate Topics in Computer Science   Statistics for Data Scientists - Maurits Kaptein Edwin van den Heuvel Kartoniert (TB)
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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.
Produktinformationen zuletzt aktualisiert am
03.04.2025 um 16:14 Uhr


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9783030105303
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ASIN
303010530X
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