R Programming Course Syllabus
Softlogic Systems has framed the industry-standard R Programming Course Syllabus that covers practical issues in statistical computing that includes reading data into R, accessing packages of R, writing functions of R, debugging, profiling R code, and organizing and commenting R codes. We offer the R Programming Course Curriculum with complete hands-on exposure through real-time project implementations of industry projects in our R Programming Training in Chennai with Job Assistance.
Module: 1 R Introduction
- Overview of R Programming
- Downloading and installing
- Help of Function
- Viewing documentation
- General issues in R
- Package Management
Module: 2 Data Inputting in R
- Data Types
- Subsetting
- Writing data
- Reading from csv files
- Creating a vector and vector operation
- Initializing data frame
- Control structure
- Re-directing R Output
Module: 3 Data Visualization
- Creating bar chart and dot plot
- Creating histogram and box plot
- Plotting with base graphics
- Plotting and coloring in R
Module: 4 Basic Statistic
- Computing Basic Statistics
- Comparing means of two samples
- Testing a proportion
- Data Munging Basics
Module: 5 Functions and Programming in R
- Flow control: For loop
- If condition
- Debugging tools
Module: 6 Data manipulation in R
- List Management
- Data Transformation
- Merging Data Frames
- Outlier Detection
- Combining multiple vectors
Module: 7 R an Database
- Performing queries
- RODBC and DBI Package
- Advanced Data handling
- Combined and restructuring data frames
Module: 8 Statistical Modelling in R
- Logical Regression
- Hierarchical Clustering PCA for Dimensionality Reduction
Conclusion
Learn how to work with R Programming through our R Programming Course Syllabus as it covers basic to advanced concepts with practical implementations. Softlogic Systems is the leading R Programming Training Institute in Chennai with 100% Placement Assistance.