Data Science with R

    Introduction to R

Introduction to R
Install R & R studio
Perform basic operations in R using the command line
Learn the use of IDE R Studio
Use the ‘R help’ feature in R

    Basics of R Programming

Variables in R
Scalars
Vectors
Matrices
List
Data frames
Using c, Cbind, Rbind, attach and detach functions in R
Factors

     Data Manipulation in R

Data sorting
Cleaning data
Recoding data
Merging data
Slicing of Data
Apply functions

    Functions and operators in R

Topics
Numerical functions
Character functions
Operators in R
Arithmetic operator
Relational operator
Logical operator
Assignment operator

    Decision making and looping statements in R

If loop
For loop
While loop
Break, next and pass statement

   Data Import in R

Reading Data from excel, csv and txt files
Writing Data
Basic SQL queries in R
Connecting to the database
Dealing with Date values

   Exploratory Data Analysis

Box plot
Histogram
Pareto charts
Pie graph
Line chart
Scatterplot
Developing Graphs