Syllabus

1 Month

R Configuration
- What is R?
- Why R?
- Installing R
- R environment
- How to get help in R
- R console and Editor
Understanding R data structure
- Variables in R
- local and global variables
- Scalars
- Vectors
- Matrices
- List
- Data frames
- Using c, Cbind,Rbind, attach and detach functions in R
- Factors
- Using R Operators

Decision Making
- If Elseif Else Conditions
- While Loop
- For Loop etc
Importing data
- Reading Tabular Data files
- Reading CSV files
- Importing data from excel
- R Assignment Operators
- Saving in R data
- Loading R data objects
- Writing to files

Manipulating Data
- Selecting rows/observations
- Selecting columns/fields
- Merging data
- Relabelling the column names
- Converting variable types
- Data sorting
- Data aggregation
R functions
- Arithmetic
- Mathematical
- Summary
- String
- User Defined functions

Data Visualization - Charts and Plots
- Box plot
- Histogram
- Pareto charts
- Pie graph
- Line chart
- Scatterplot
- Developing graphs
GG Plots
Statistics in R
- Mean, Median and Mode
- Correlation
- Variance and Standard deviation
- Covariance Analysis
Case Study / Project