Preface
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
Preface
This is work in progress. Currently, there is one available chapter.
1
Introduction to R and RStudio