High-Throughput Biology - From Sequence to Networks 2017

Dive into high-throughput biology with this comprehensive 13-hour course covering sequence analysis to network construction. Learn about RNA-seq data analysis, pathway and network analysis, and gain hands-on experience with popular bioinformatics tools. Explore topics including high-throughput sequencing, data visualization, genome alignment, variant calling, de novo assembly, RNA sequencing, differential expression analysis, pathway enrichment, and gene regulation network analysis. Access accompanying tutorials and lecture slides for a thorough understanding of cutting-edge bioinformatics techniques.

Introduction to High-Throughput Sequencing.
Data Visualization.
Genome Alignment.
Small Variant Calling and Annotation.
Structural Variant Calling.
De Novo Assembly.
Introduction to RNA Sequencing and Analysis.
RNA-Seq Alignment and Visualization.
Expression and Differential Expression.
Isoform Discovery and Alternative Expression.
Introduction to Pathway and Network Analysis.
Finding Over-Represented Pathways.
Cytoscape Inroduction and Enrichment Map.
More Depth on Network and Pathway Analysis.
Gene Function Prediction.
Gene Regulation Network Analysis.