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Exploratory data analysis

Exploratory Data Analysis with R and Python

Most analysis in industry starts with exploratory data analysis and a thorough study of this will help learners to perform data health checks and provide initial business insights. They will gain a sound understanding of R and Python programming as well as the fundamentals of statistics. This includes writing R and Python commands for data management, basic statistical analysis, performing descriptive statistics and presenting data using appropriate graphs and diagrams. The unit serves as a foundation for advanced analytics.

Getting Started in R

 Installation Instructions for R and RStudio

Introduction to R 

Getting Started in R Task 1

Programming Basics in R

Data Types in R 

Numeric Functions and Operators in R

Data Management in R

Data Sets for Data Management in R

Importing and Exporting Data in R