PSN Trainings is the Best R-Programming Language Online Training institute in Hyderabad,India.R Analytics Training ,Business Analytics with R Training.
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Course Description
R-Programming Language Course Content
Introduction and Overview of R Languages
Introduction to R- R as a language
- Working with data in R
- Why use R?
- Getting started
- Installation and setup
- Packages
- Character
- Factor
- Integer
- Float
- Date and time
- Vectors
- Matrices
- Lists
- Data frames
- Importing data from multiple sources/formats like .csv, .txt, .xlsx, SAS and SPSS files
- Exporting data to multiple formats
- Handling data frames: filtering, sorting, merging
- PLYR package for easy data manipulation
- Commonly used built in functions
- Writing user defined functions
- Installing packages
- Looping functions
- The "apply" family of functions
- Basic visualization
- Distributions
- Testing
- Modeling
- Graphics for exploratory data analysis
- Standard graphic displays
- R in the cloud
- Linear models
- Generalized linear models
- Density estimation
- Survival analysis
- Classification
- Clustering
Integrating with other tools.
- Tableau
- Python
- CPP
Data manipulation with data.table package.
Interview questions.
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