Preface

datakortex

datakortex
Data Science with R

Preface
1 Introduction to R and RStudio
2 R Basics
3 Importing Data
4 Data Manipulation
5 Text Manipulation
6 Dates
7 Introduction to Statistics
8 Logarithms
9 Scaling
10 Statistical Distributions
11 Normal Distribution and Central Limit Theorem
12 Bernoulli and Binomial Distributions
13 Log-Normal Distribution
14 Poisson and Geometric Distribution
15 Gamma and Exponential Distributions
16 Uniform Distribution
17 Pareto Distribution
18 t-Distribution
19 Data Visualization with ggplot2
20 Data Analysis through Data Visualization

Table of contents

Preface

Data Science with R

Author

George Orfanos

Published

October 30, 2025

Preface

This is work in progress. Currently, there are twenty available chapters.

1 Introduction to R and RStudio