Mathematical foundations of data science using R

Frank Emmert-Streib, Salissou Moutari, Matthias Dehmer

Research output: Book/ReportBookScientificpeer-review

1 Citation (Scopus)

Abstract

The aim of the book is to help students become data scientists. Since this requires a series of courses over a considerable period of time, the book intends to accompany students from the beginning to an advanced understanding of the knowledge and skills that define a modern data scientist. The book presents a comprehensive overview of the mathematical foundations of the programming language R and of its applications to data science. • Provides a comprehensive mathematical foundation of data science.; • Includes all the main aspects of programming in R.; • Contains complete practical examples with R.; • Updated and corrected new edition.

Original languageEnglish
PublisherDe Gruyter
Number of pages424
ISBN (Electronic)9783110796063
ISBN (Print)9783110796179
DOIs
Publication statusPublished - 24 Oct 2022
Publication typeC1 Scientific book

Publication forum classification

  • Publication forum level 3

ASJC Scopus subject areas

  • General Computer Science
  • Economics, Econometrics and Finance(all)
  • General Business,Management and Accounting

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