Introduction to machine learning

Material

Practicals

Exam (2023-2024)

  1. Exam without documents (Friday, November 10): 14 points.

  2. Data challenge (deadline Sunday, November 12): 6 points.

Instructions (2023-2024)

Data challenge

You should join the Prévision en temps réel de l'affluence à bord des trains challenge (and select the course SU - IAA 2023), which ends on Sunday, November 12, and fill out this form before Sunday, September 24.

Part of your final mark will be:

  1. your intermediate (October 20) and final (November 12) rankings (at least one submission is mandatory);

  2. your notebook making it possible to preprocess the data, train your final model et generate the predictions;

  3. your 2-page pdf-LaTeX report describing:

  • the data preprocessing;

  • the model selection phase;

  • your final model along with its public and private scores;

  • the impediments you faced and your achievements.

Your notebook and your report have to be uploaded on this remote repository by Sunday, November 12.