R Programming Training by Experts

Module: 1 R Introduction

• Overview of R Programming
• Downloading and installing
• Help of Function
• Viewing documentation
• General issues in R
• Package Management

Module: 2 Data Inputting in R

• Data Types
• Subsetting
• Writing data
• Reading from csv files
• Creating a vector and vector operation
• Initializing data frame
• Control structure
• Re-directing R Output

Module: 3 Data Visualization

• Creating bar chart and dot plot
• Creating histogram and box plot
• Plotting with base graphics
• Plotting and coloring in R

Module: 4 Basic Statistic

• Computing Basic Statistics
• Comparing means of two samples
• Testing a proportion
• Data Munging Basics

Module: 5 Functions and Programming in R

Module: 6 Data manipulation in R

• List Management
• Data Transformation
• Merging Data Frames
• Outlier Detection
• Combining multiple vectors

Module: 7 R Database

• Performing queries
• RODBC and DBI Package
• Advanced Data handling
• Combined and restructuring data frames

Module: 8 Statistical Modelling in R

• Logical Regression
• Hierarchical Clustering PCA for Dimensionality Reduction