“R” for every Biologist

About Course
Module 1: Basics of R-programming
- Getting Ready with R -introduction and installation
- Data Types, Variables, and Basic R Operations
- Algebraic and Logical Operations in R
- Function-buit-in and User defined
- Conditional statements
- Package installation from CRAN repository and Bioconductor
- Data manipulation with dplyr for biological datasets
- Importing and handling biological data formats
- Data Wrangling and Cleaning
Module 2: Biological Data Analysis
- Working with Sequence using Bioconductor
- Sequence Analysis with seqinr and biostring
- Sequence Statistical
- Handling Sequence Database
- Sequence Alignment
Module 3: Plots and Statistical Tests
- Statistical Test-t-test ,z-test and ANOVA
- Visualization using ggplot2
- Heatmap and Volcano plot
- Network analysis and visualization
- Phylogenetic tree structure
- Machine learning applications in genomics