CS-E4075 - Special Course in Machine Learning, Data Science and Artificial Intelligence D: Gaussian processes - theory and applications, 11.01.2021-19.02.2021
Kurssiasetusten perusteella kurssi on päättynyt 19.02.2021 Etsi kursseja: CS-E4075
Osion kuvaus
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Five weekly practical assignments (Python Notebooks) with finished assignments returned before in mycourses the weekly exercise session:Note that you only need to attend one session per week. There is no session on the first week.
- H1: wednesdays 12:15-14:00 (first session Jan 20th)
- H2: fridays 12:15-14:00 (first session Jan 22th)
The course is graded only by completed and returned assignments. The assignments are graded with 0/0.5/1 points per task per assignment. An extra 1p will be granted if you are present and prepared to present your solution in a session.
The assignments are released on mondays.Assignment #1: deadline wednesday, January 20th, 12:00
Assignment #2: deadline wednesday, January 27th, 12:00
Assignment #3: deadline wednesday, February 3rd, 12:00
Assignment #4: deadline wednesday, February 10th, 12:00
Assignment #5: deadline wednesday, February 17th, 12:00
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The assignment is based on lectures 1 and 2.
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Return completed .ipynb file (or pdf). The assignment is based on lectures 2 and 3.
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Based on lectures 4 (VI) and 5 (GPLVM). Return the completed notebook (or pdf).
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Return completed notebook. The tasks cover lectures 6 and 7.
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This covers lectures 8 (deep GPs) and 9 (model selection).