Probabilistic Machine Learning
Section outline
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This is the moodle page of the Probabilistic Machine Learning of the Master Program in Data Science and Artificial Intelligence.
To be able to access videos, please check if you are a member of the course team (likely not), otherwise register to it using the code: p302pen
Here you will find the material of the course, including slides, videos, textbooks, the lab assignments, and the instructions for the final project.
Lectures will be in presence. Please attend them.
Records of the lectures will be made available, but I strongly discourage to use these recording if you have not attended the lecture, as (a) recording may fail and (b) they are not effective.
If you do not attend the lecture, use recorded videos available in moodle, for topics for which they are available. Unfortunately, due to some issues with a migration, a significant portion of these videos has been lost.
Lectures will start on Monday, March 3rd, 2025.
Lectures' timetable
Monday 12-14 - classroom 0B, H3 building
Tuesday 15-17 - classroom F, G building
Wednesday 09-11 - classroom A, C7 building
Notebooks of the labs will be available at a GitHub page [stay tuned]
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Please write here your questions on theory and exercises, so that everybody can access the answers. Only personal questions will be answered by email.