Selected Topics in Bioinformatics
This course teaches advanced computational tools across spatial transcriptomics, knowledge graphs, graph representation learning, network-based integrative approaches, and...
Cloud Infrastructure for Bioinformatics
This course equips students with the skills and knowledge to leverage cloud computing resources for bioinformatics research and...
Data Management & Data Governance
This course equips bioinformaticians with the skills and knowledge needed to manage and govern data effectively, following best...
Deep Learning for Biomedical Image Engineering and Bioinformatics
This course addresses the concepts and hands-on implementation of neural networks as supervised techniques for analysis, classification, and...
Genome/Transcriptome Wide Association Studies
This course introduces GWAS and TWAS methods for identifying genetic biomarkers using statistical association methods, SNP analysis, haplotype...
Integrated Omics Analysis & Systems Biology
This course covers omics association analysis, biomarker identification, pathway annotation, multi-omics integration, and network-based analysis of relationships between...
Integrative Bioinformatics and Systems Biology
This course teaches data-specific computational analyses and integrative analysis approaches that combine knowledge from different OMICs-based datasets, covering...
Single-Cell RNA-seq Data Analysis
This course equips students with the knowledge and skills for comprehensive analysis of single-cell and nucleus RNA sequencing...
Selected Topics in Bioinformatics
This course teaches advanced computational tools across spatial transcriptomics, knowledge graphs, graph representation learning, network-based integrative approaches, and...