R Training in Chennai

R Training in Chennai

Learn R Training in Chennai at FITA – No 1 R Training Institute in Chennai. Call 98417-46595 for more details.

R programming language is one the most powerful tool for computational statistics, visualization and data science. Data scientists and statisticians use R for solving many complex problems in their industry. R is extensively used in companies like Bing, Google, Facebook, Twitter, Uber, FDA, Ford and Lloyd’s. As R is used in various domains like Social media companies, Banks, Insurance companies, Car manufacturers like Ford, R is one of the most sought data analytics skill that is in high demand.

R Analytics course at FITA is aimed at mastering you in R programming language.

Course objective

Understand programming fundamentals of R language
Understand and Master various data import methods in R
Understand and Master Data Manipulation in R
Create visualizations and Plots using R
Understand and Implement Linear Regression
Perform Text Analysis
Understand and Master Machine Learning concepts
Real-time implementation of R on a live project and provide Business Insights

Target audience

Professionals and Students looking to enter the Data Science industry

Course agenda

Professionals and Students looking to enter the Data Science industry

Understanding Business Analytics
Other Popular Business Analytics tools Vs R
R and it’s applicaitons

Getting Familiar with R Programming Environment

Introduction
What are Data Analysis, Data Analytics and Data Science?
Business Decisions
Case study of Walmart

Various analytics tools

Descriptive
Predictive
Web Analytics
Google Analytics

Fundamentals of R

R and features
Evolution of R?
Big data Hadoop and R

Working with R & RStudio

R & R Studio Installation

Data Types

Scalar
Vectors
Matrix
List
Data frames
Factors
Handling date in R
Conversion of data types
Operators in R

Importing Data

CSV files
Database data (Oracle 11g)
XML files
JSON files
Reading & Writing PDF files
Reading & Writing JPEG files
Saving Data in R

Manipulating Data

Cbind, Rbind
Sorting
Aggregating
dplyr

Conditional Statements

If …else
For loop
While loop
Repeat loop

Functions

Apply()
sApply()
rApply()
tApply

Statistical Concepts

Descriptive Statistics
Inferential Statistics
Central Tendency (Mean,Mode,Median)
Hypothesis Testing
Probability
tTest
zTest
Chi Square test
Correlation
Covariance
Anova

Predictive Modelling

Linear Regression
Normal distribution
Density

Data Visualisation in R using GGPlot

Box Plot
Histograms
Scatter Plotter
Line chart
Bar Chart
Heat maps

Data Visulaization using Plotly

3D-view
Geo Maps

Misc. functions

Null Handling
Merge
Grep
Scan

Advance Topics in R

Text Mining
Exploratory Data Analysis
Machine Learning with R  (concept)

Live Project

Project 1 – Business insights: Real-time implementation of R on a live project and provide Business Insights
Project 2 – Twitter Sentiment Analysis: Fetch, extract and data mine real-time data from twitter and provide sentiment analysis

Looking for R Training in Chennai? Join FITA and Get Trained from the Data Science Experts! R Training Chennai at FITA is rated as the best by Professionals!

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