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R Programming Training

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Malleshwaram, Bangalore

Course ID: 45823

Malleshwaram, Bangalore

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About the Course

Further to the training query, we appreciate your interest in learning. Please walk-in for free /Demo class on with prior information. We do have fast track & regular batch also - weekdays & weekends.



R Course Content:


 1 â?? How R Works                                   



  • Data mining Using Statistical packages

  • A Few concepts Before Starting                                  


 2â??R-Packages  /Sorting                     



  • R-Calculator

  • Assigning Values To Variables

  • Vector Creation                                  

  • Generating Repeats

  • What is rep Function

  • Generating Factor Levels

  • Sorting Process

  • Transpose Function                                  

  • Stack Function Used


 3 â?? Functions & Reading Data from External Files      



  • Merge Function

  • Strsplit Function

  • Matrices

  • Matrix Manipulation

  • Row Sums                                  


4â?? Generating Plots and Pie Charts



  • Line Plots

  • Bar Plots

  • Bar Plots For Population

  • Histogram

  • Pie Chart Components


 5 â?? Analysis of Variancy (ANOVA)                



  • One Way Analysis of Variance

  • Two Way Analysis of Variance 


 6 â?? What is Cluster Analysis



  • K-Means Clustering

  • Cluster Algorithm Working


 7 â?? Association Rule Mining Affinity Analysis                



  • Association Rule Mining Affinity Analysis


 8 â?? Two Variable RelationShips                         



  • Linear Regression

  • Dependent And Independent Variables

  • Scatter Plots


 9 â?? Database connectivity & Logistic Regression                 



  • Logistic Regression

  • Examples of Logistic Regression

  • Logistic Regression in R

  • Predication


 10 â?? ROC Curve in R                                         



  • Confusion Matrix

  • ROC Curve in R

  • Sensitivity & Specificity

  • Data Base Connectivity RODBC

  • Reading Data to ODBC Tables

  • Function (Mean)

  • Examples Of Function


11 â?? Integrating R with Hadoop



  • Methods to integrate two popular open source softwares for Big Data analytics: R and Hadoop

  • -Integrating R with Hadoop using RHadoop and RMR package

  • Exploring RHIPE (R Hadoop Integrated Programming Environment)

  • Writing MapReduce Jobs in R and executing them on Hadoop


Case Study-Project Work                                                



  • Predict Annual Restaurant Sales Based on Objective Measurement

  • Data Overview

  • Data Fields

  • Evaluation using RMSE

  • Feature Engineering / Selection

Date and Time

Not decided yet.

About the Trainer

5 Avg Rating

3 Reviews

4 Students

38 Courses

Mr. Nandu Y is a consultant who has 7+ years of experience in Development & Training of C/C++, Android,JAVA, J2EE&J2ME in the area of Mobile Application development, e-Security, Network Programming and Cryptography. Presently working as a Senior Software Developer. he is trained various corporate clients Mphasis, TCS, IBM, Samsung India, Sony India, Teleca India, Sasken Communication, Philips Electronics India Ltd & many More.

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