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R PROGRAM

R program is a programming language and software environment for statistical analysis, graphics representation and reporting. R allows integration with the procedures written in the C, C++, .N et, Python or FORTRAN languages for efficiency.

Length : 45 Hours

R – OVERVIEW

R – ENVIRONMENT SETUP

R – BASIC SYNTAX

R – DATA TYPES

R – VARIABLES

R – OPERATORS

R – DECISION MAKING

R – LOOPS

R – FUNCTION

R – STRINGS

R – VECTORS

R – LISTS

R – MATRICES

R – ARRAYS

R – FACTORS

R – DATA FRAMES

R – PACKAGES

R – DATA RESHAPING

R – CSV FILES

R – EXCEL FILE

R – BINARY FILES

R – XML FILES

R – JSON FILE

R – WEB DATA

R – DATABASES

R – PIE CHARTS

R – BAR CHARTS

R – BOXPLOTS

R – HISTOGRAMS

R – LINE GRAPHS

R – SCATTERPLOTS

R – MEAN, MEDIAN & MODE

R – LINEAR REGRESSION

R – MULTIPLE REGRESSION

R – LOGISTIC REGRESSION

R – NORMAL DISTRIBUTION

R – BINOMIAL DISTRIBUTION

R – POISSON REGRESSION

R – TIME SERIES ANALYSIS

R – NONLINEAR LEAST SQUARE

R – DECISION

R – RANDOM FOREST

R – SURVIVAL ANALYSIS

R – CHI SQUARE TEST