ADVANCED R PROGRAMMING

Training Overview

The curriculum is divided into three modules, Basic, Intermediate and Advanced R, and provides

Deep insights into Predictive, Text and Multivariate Analytics, Optimization using advanced

Statistical models.                   

Pre-Requisites                         : Learner should have the basic knowledge of computer programming.

Participant Fee                       : Estimated Price Rs. 30,000 – Please call us for latest Price offers.

Training Name                                   : Advanced R Programming

Description                             :The program offers comprehensive hands-on understanding of R. R Training course has been designed to impart an in-depth knowledge of the various Data Analytics techniques which can be performed using R.

Batch                                       :  Week            Ends

Duration                                 : 60hrs

Venue                                      : No: 96 G.S.T Road Guduvanchery – 603202

Training Content

Advance of R:

Introduction to R Software

·         R Base Software

·         Understanding CRAN

·         RStudio The IDE

·         Understanding Vectors

·         Handling Missing Values

·         Matrices and Data Frames

·         Logical Statements

·         Lapply, sapply, vapply and tapply Functions

 

Predictive Analysis

·         Linear Regression

·         Logistic Regression – Classification Technique

·         Naïve Bayes – Text Mining

·         K Means Clustering Analysis

·         Decision Tree

·         Random Forest

 

·         SVM

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