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Advanced transcriptomics: Bulk, single-cell, and spatial analysis
BMS5309
Synopsis
This unit will provide you with an in-depth understanding of cutting-edge transcriptomic technologies. The central focus is on the principles and applications of bulk RNA sequencing, single-cell RNA sequencing (scRNA-seq), and spatial transcriptomics. You will explore the methodologies for data generation, processing, and analysis, gaining hands-on experience with state-of-the-art computational tools and techniques, including the use of AI and machine learning. The curriculum covers the interpretation of complex transcriptomic data, emphasising the biological insights that can be gleaned from different scales of analysis. These skills are central to a variety of research questions in genomics, biotechnology, and biomedical sciences.
Sourced from the Monash Handbook 2026.
Quick facts
- Credit points
- 12
- Level
- 5
- Audience
- Postgraduate
- Type
- Coursework
- School
- Faculty of Medicine, Nursing and Health Sciences
- Faculty
- School of Biomedical Sciences
- Handbook year
- 2026
Prerequisites (3)
- Sequencing technologiesGNA5022
- Genomics and its applicationsGNA5040
- Introductory biostatisticsMPH5041
What it unlocks
Nothing in the visible graph depends on this unit.
Offerings (1)
- Second semesterClayton · ON-CAMPUS