Introduction to machine learning

Material

Practicals

Exam

  1. Data challenge (deadline Sunday 11/7/21): 4 points.

  2. Graded practical during the course (Friday 10/22/21): 4 points.

  3. Exam without documents (Friday 11/12/21): 12 points.

Instructions

Data challenge

You should join the Land cover predictive modeling from satellite images (and select the course SU - IAA 2021), which ends on Sunday November 21, 2021, and fill out this form before Sunday October 3, 2021.

Part of your final mark will be:

  1. your ranking (at least one submission is mandatory);

  2. your 2-page 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 report has to be uploaded on this remote repository by Sunday November 7, 2021.

Graded practical

Notebook.