Laboratory ml in finance

Partner company: Ammagamma Srl
The laboratory will go through the different application of data science in the financial world.
We will focus practically on a forecasting use case, trying then to use a large language model to extract precious information from a news stream to enrich the model.
During the lab, we will give a general introduction on GPT family models and challenges/opportunities of the real-world usage of these models.

The students must become able to perform and evaluate a forecast for a financial series, trying to enrich the series signal with usefull exogenous informations, even from unstructured data.