R Programming
  • 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