Data Science Certification Training - R Programming

Fee : 10500/-

Description

R is a powerful language used widely for data analysis and statistical computing. It was developed in early 90s. Since then, endless efforts have been made to improve R’s user interface.

Expectations and Goals

This Data Analytics withR course dives into the basics of Analytics using an approachable, and well-known, programming language i.eR. You’ll learn about Predictive Modeling, look into how Statistical Modeling relates to data analytics.

Course Materials

Optional Materials

  • Internet Connection

 

Course Syllabus

Basics of R Programming for Data Science

Why learn R ?
How to install R / R Studio ?
How to install R packages ?
Basic computations in R

Essentials of R Programming

Data Types and Objects in R
Control Structures (Functions) in R
Useful R Packages

Exploratory Data Analysis in R

Basic Graphs
Treating Missing values
Working with Continuous and Categorical Variables

Data Manipulation in R

Feature Engineering
Label Encoding / One Hot Encoding

Predictive Modeling using Machine Learning in R

Linear Regression
Decision Tree
Random Forest

Project

Exam Schedule

After the Completion of All Modules of Training

Apply for Data Science Certification Training – R Programming