R for Business Analytics from Basics

R is the new and fastest growing Business Analytics platform. R shall become (if it hasn’t already become) one of the most used Business Analytics tool. It is giving strong competition to giants like SAS, SPSS and other erstwhile business analytics packages.

This course is designed specifically for someone who knows basics of Business Analytics and wants to learn implementation of those skills on R platform.

You will learn how to perform all the analytical tasks required to develop a ” Prediction model in R” from scratch. This means that you will be working on:

  • Downloading and Installing R in your machine
  • Getting familiar with R environment
  • Loading important packages in R
  • Start writing your first code in R
  • Import Data in R and perform exploration and transformation activities
  • Do plots in R to understand data distribution
  • Write your own macro functions
  • Run correlation and regression in R and analyse model results

By the end of the course you shall be confident and equipped with all the knowledge required to perform analytical activities in R.

R for Business Analytics from Basics

Section : Introduction to R for Analytics

 

. Course Introduction

 

. Introduction to R

 

Section : Installation and Setup of R

 

. Downloading and Installing R

 

. First Fiddle with R

 

. Getting Important Packages Installed

in R

 

Section : Data Import, Exploration & Manipulation in R

 

. First Code and Data Import in R

 

. Data Exploration in R

 

. Data Manipulation in R

 

Section : Plots and Macros in R

 

. Bi-Variate Plots in R

 

. Macros or Functions in R

 

Section : Modelling in R

 

. Correlation in R

 

. Regression in R

 

Section : Conclusion

 

 

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