Bulk RNA seq data analysis

RNA sequencing has revolutionized our understanding of biology, offering a comprehensive view of gene expression changes. In this course, you'll dive into the essential biology underlying sequencing, master both basic and advanced programming and statistical techniques for analysis, and learn a streamlined process for transforming raw data into meaningful biological insights.

Learning Objectives:

• Introduction to essential biological concepts.
• Detailed exploration of RNA sequencing techniques.
• Foundations of Biostatistics.
• Getting started with R programming and effective project management.
• Acquiring and summarizing sample data.
• Data input and rigorous quality control.
• Normalization techniques and identifying differentially expressed genes.
• Advanced data visualization methods.
• Conducting pathway and gene ontology enrichment analysis with Metascape.
• Network analysis of pathways using Cytoscape.