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Duration: 40 Hours
Category: Application Development
Type: Programming
Topics and modules covered in R
R Programming Language
Interesting Facts about R Programming Language
R vs Python
Environments in R Programming
Introduction to R Studio
How to Install R and R Studio?
Creation and Execution of R File in R Studio
Clear the Console and the Environment in R Studio
Basic Syntax in R Programming
Comments in R
R Operators
R - Keywords
R Data Types
R Variables
Scope of Variable in R
Dynamic Scoping in R Programming
Lexical Scoping in R Programming
Input/Output
Taking Input from User in R Programming
Printing Output of an R Program
Control Statements in R Programming
if, if-else, if-else-if , nested
Switch case in R
For loop in R
while loop
Repeat loop
goto statement in R Programming
Break and Next statements in R
Functions in R Programming
Function Arguments in R Programming
Types of Functions in R Programming
Recursive Functions in R Programming
Data Structures in R Programming
R Strings
R Vectors
R - Lists
R - Array
R - Matrices
R - Data Frames
Object Oriented Programming
R - Object Oriented Programming
Classes in R Programming
R - Objects
Encapsulation in R Programming
Polymorphism in R Programming
R - Inheritance
Abstraction in R Programming
Looping over Objects in R Programming
S3 class in R Programming
Handling Errors in R Programming
Condition Handling in R Programming
Debugging in R Programming
File Handling in R Programming
Reading Files in R Programming
Writing to Files in R Programming
Working with Binary Files in R Programming
Packages in R Programming
Data visualization with R and ggplot2
dplyr Package in R Programming
Grid and Lattice Packages in R Programming
Shiny Package in R Programming
tidyr Package in R Programming
What Are the Tidyverse Packages in R Language?
Data Munging in R Programming
Data Interfaces
Data Handling in R Programming
Importing Data in R Script
Exporting Data from scripts in R Programming
Working with CSV files in R Programming
Working with XML Files in R Programming
Working with Databases in R Programming
Data Visualization in R
R - Line Graphs
R - Bar Charts
Histograms in R language
Scatter plots in R Language
R - Pie Charts
Boxplots in R Language
Statistics
R - Statistics
Mean, Median and Mode in R Programming
Calculate the Average, Variance and Standard Deviation in R Programming
Descriptive Analysis in R Programming
Normal Distribution in R
Binomial Distribution in R Programming
ANOVA Test in R Programming
Covariance and Correlation in R Programming
Skewness and Kurtosis in R Programming
Hypothesis Testing in R Programming
Bootstrapping in R Programming
Time Series Analysis in R
