UML Appliations - Recommender Systems

Corgis in an Airport. 2022. Roman x Stable Diffusion

In this workshop we are going to learn about recommender systems as a type of UML. Such systems are probably the most widely used and commercialy valuable form of AI today. Specifically we will be looking into collaborative filtering and matrix factorization.

Plan for today

  • Collaborative filtering / SVD recommender using Nomadlist Trips-data in a Notebooks
  • Streamlit recommender-app

Notebook(s)

App