Learn R Training in Guduvancheri at Prince Infotech

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 Prince Infotech 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 its 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)

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