Mathematical Foundations of Data Science Using R - Info and Reading Options
By Matthias Dehmer, Salissou Moutari and Frank Emmert-Streib
"Mathematical Foundations of Data Science Using R" was published by de Gruyter GmbH, Walter in 2022 - Basel/Berlin/Boston, it has 1 pages and the language of the book is English.
“Mathematical Foundations of Data Science Using R” Metadata:
- Title: ➤ Mathematical Foundations of Data Science Using R
- Authors: Matthias DehmerSalissou MoutariFrank Emmert-Streib
- Language: English
- Number of Pages: 1
- Publisher: de Gruyter GmbH, Walter
- Publish Date: 2022
- Publish Location: Basel/Berlin/Boston
Edition Specifications:
- Pagination: 430
Edition Identifiers:
- The Open Library ID: OL39275044M - OL21648584W
- ISBN-13: 9783110796063
- All ISBNs: 9783110796063
AI-generated Review of “Mathematical Foundations of Data Science Using R”:
"Mathematical Foundations of Data Science Using R" Description:
Open Data:
Intro -- Preface to the second edition -- Contents -- 1 Introduction -- Part I: Introduction to R -- 2 Overview of programming paradigms -- 3 Setting up and installing the R program -- 4 Installation of R packages -- 5 Introduction to programming in R -- 6 Creating R packages -- Part II: Graphics in R -- 7 Basic plotting functions -- 8 Advanced plotting functions: ggplot2 -- 9 Visualization of networks -- Part III: Mathematical basics of data science -- 10 Mathematics as a language for science -- 11 Computability and complexity -- 12 Linear algebra -- 13 Analysis -- 14 Differential equations -- 15 Dynamical systems -- 16 Graph theory and network analysis -- 17 Probability theory -- 18 Optimization -- Bibliography -- Index
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