Learn ML / Stage 5

5 · ML for biology

Applying machine learning to molecules, proteins, cells, genomes, brains and physiology. Builds on stages 1 to 4.

By the end of this stage, you can…choose a suitable model and data representation (sequence, graph, structure or time series) for a biological question, and evaluate it with a split that avoids leakage between related samples.

What you will learn

• Molecules and drug discovery
• Proteins and antibodies
• Genomics and single-cell
• Physiological signals and healthcare
• Computational neuroscience

Resources per subject