Course Details
- Category
- Data Science
- Mode of Training
- Online/Offline
- Duration
- 3 - 4 months
- Fees
- ₹ 25K
Course Features
Instructor led Sessions
Real-life Case Studies
Assignment
Certification
Instructor led Sessions
R Programming
Oranium Tech introducing some amazing content on R Programming. R is a language and environment for statistical computing and graphics. It is a GNU project which is similar to the S language and environment which was developed at Bell Laboratories (formerly AT&T, now Lucent Technologies) by John Chambers and colleagues. R can be considered as a different implementation of S.
Objective
The module aims to provide exposure in terms of Statistical Analysis, Hypothesis Testing, Regression, and Correlation using an R programming language. The objective of this module is to make students exercise the fundamentals of statistical analysis in the R environment.
Course Syllabus
• What is R?
• Why R?
• Installing R
• R environment
• How to get help in R
• R console and Editor
• Variables in R
• Scalars
• Vectors
• Matrices
• List
• Data frames
• Using c, Cbind, Rbind, attach and detach functions in R
• Factors
• Reading Tabular Data files
• Reading CSV files
• Importing data from excel
• Importing data from SAS
• Accessing database
• Saving in R data
• Loading R data objects
• Writing to files
• Selecting rows/observations
• Selecting columns/fields
• Merging data
• Relabelling the column names
• Converting variable types
• Data sorting
• Data aggregation
• Commonly used Mathematical Functions
• Commonly used Summary Functions
• Commonly used String Functions
• User-defined functions
• local and global variable
• While loop
• If loop
• For loop
• Arithmetic operations
• Box plot
• Histogram
• Pareto charts
• Pie graph
• Line chart
• Scatterplot
• Developing graphs
