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.
Lecture
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 focuses on unsupervised learning, where systems learn without labels. It covers how to create meaningful internal representations for data examples, reflecting their semantic structure. The main directions in unsupervised learning are representation learning and density estimation & generative models.