Are you an EPFL student looking for a semester project?
Work with us on data science and visualisation projects, and deploy your project as an app on top of Graph Search.
This lecture covers techniques for clustering and dimensionality reduction in finance, including supervised and unsupervised classification, community detection in networks, and maximum likelihood clustering. It explores methods to clean and simplify data, reduce noise, and stabilize portfolios through structure and constraints.