EAN: 9783030105303

UNDERGRADUATE TOPICS IN COMPUTER SCIENCE STAT...

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.

Aktuelle Preise zur EAN 9783030105303

Produktinformationen zur 9783030105303