Statistics for Data Science & R Course
Getting Started
- What is R
- Install R and RStudio
- Explore RStudio Interface
Data Types
- Numbers
- String
- Vector
- Matrix
- Array
- Data Frame
- List
- Factor
Packages & Data Sets
- Packages
- Data Sets
- R Script
Data Input/Output
- Read data from file
- Read data from web
- Write data to file
Basic Plots in R
- Scatter Plot
- Boxplot
- Bar chart
- Pie chart
- Histogram
R Programming – Control Structures
- Conditional
- Loop
- Break & Next
- Operators
R Programming – Function
- Function Syntax
- Default Arguments
- Statistical Applications of R
Basic Statistics Analysis with R
- Basic Statistics
- Correlation
- Regression
- Hypothesis Testing
- ANOVA