Introduction to Computational Thinking and Data Science
Live Online · Semester 1 Core Course Course code: INTR-CADSPrerequisites: None This course introduces computational thinking, programming and...
Introduction to Bioinformatics
Live Online · Semester 1 Core Course Course code: INTO-BIOPrerequisites: None This course introduces biological databases and resources,...
Deep Learning for Bioinformatics
This course addresses the concepts and hands-on implementation of neural networks as supervised techniques for analysis, classification, and...
Cloud Infrastructure for Bioinformatics
This course equips students with the skills and knowledge to leverage cloud computing resources for bioinformatics research and...
Genome / Transcriptome-Wide Association Analysis
This course introduces GWAS and TWAS methods for identifying genetic biomarkers using statistical association methods, SNP analysis, haplotype...
Computer-Aided Drug Design
This course introduces computer-aided drug discovery, cheminformatics, drug discovery and development, drug-target interactions, protein structure, structure-based drug design,...
Machine Learning for Bioinformatics
This course teaches students how to perform robust machine learning analysis for biomedical molecular data, covering preprocessing, model...
Multi-Omics Data Analysis
This course teaches data-specific computational analyses and integrative analysis approaches across omics datasets, including transcriptomics, proteomics, metabolomics, single-cell...
NGS Data Analysis
This course equips participants with upstream analysis knowledge and practical skills for NGS data, covering Bash scripting, quality...