Home > Vendors > Advanced-Technology-Courses > DATA-ANALYTICS-R

# DATA-ANALYTICS-R - Data Analytics with R Training Course

## Overview

Duration: 3 days

This course offers hands-on experience with R and its major features, including installation, data analytics, data science and real time applications. On completion, participants will have a solid foundation for creating enterprise-ready models using R.

## Objectives

• End to End data science model creation using R
• Basic and Advance data analytics
• Reap insights out of data
• Visualizations using R

## Content

MODULE 1: INTRODUCTION TO R

• Installing R
• Basics of Statistics
• Using R in real world

MODULE 2: CORE PROGRAMMING PRINCIPLES

• Types of variables
• Using Variables
• Logical Variables and Operators
• The "While" Loop · Using the console
• The "For" Loop
• The "If" statement
• Law of Large Numbers

MODULE 3: FUNDAMENTALS OF R

• What is a Vector?
• Let's create some vectors
• Using the [] brackets
• Vectorized operations
• The power of vectorized operations
• Functions in R
• Packages in R
• Financial Statement Analysis

MODULE 4: MATRICES

• Matrices · Building Your First Matrix
• Naming Dimensions
• Colnames() and Rownames()
• Matrix Operations
• Visualizing With Matplot()
• Subsetting
• Visualizing Subsets

MODULE 5: Data Frames

• Project Brief: Demographic Analysis
• Importing data into R
• Using the \$ sign
• Basic operations with a Data Frame
• Filtering a Data Frame
• Introduction to qplot
• Visualizing With Qplot: Part I
• Building Dataframes
• Merging Data Frames
• Visualizing With Qplot: Part II
• World Trends

MODULE 6: ADVANCED VISUALIZATION WITH GGPLOT2

• Project Brief: Movie Ratings
• Grammar Of Graphics - GGPlot2
• What is a Factor?
• Aesthetics
• Plotting With Layers
• Overriding Aesthetics
• Mapping vs Setting
• Histograms and Density Charts
• Starting Layer Tips
• Statistical Transformations
• Using Facets
• Coordinates
• Movie Domestic % Gross

MODULE 7: REAL TIME CASE STUDIES

## Audience

Applicable to all.

## Prerequisites

No pre-requisites. Good to know basic statistics even though it will be part of syllabus

## Certification

Trainocate Certificate of Attendance

## Schedule

Show Schedule for:

MAIN
NEED HELP
LEGAL