R Programming :

• Data Types, Control Structures, Creating our own functions
• Functions in Package dplyr & tidyr
• Graphics function in package ggplot2
• R Markdown
• Shiny App

Statistics Fundamentals:

• Measures of Central Tendency & Dispersion
• Probability Distributions

Inferential Statistics:

• One sample, Paired Two Sample test like t-test, Wilcoxon, Mann-Whitney, ANOVA, Kruskal Wallis, Chi-square
• Correlation and Regression
• K-Means Clustering
• Principal Components Analysis