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In this module, you will harness novel machine learning techniques to investigate how proteins behave. A special focus will be given to data preprocessing, model training, and evaluation techniques to uncover complex biological relationships
Differential protein abundance and pathway enrichment analysis in Alzheimer's disease hippocampus, using real published proteomics data (PXD034525). Independent portfolio project.
End‑to‑end pipeline for generating context‑aware drug embeddings from LINCS L1000 using RNA‑seq preprocessing, STRING PPI networks, and GNNs, with UMAP visualisation and drug‑class neighbourhood analysis.