05.11.2020
Lab class introduction; Exercise sheet 1: Intro, Basics [
worksheet
]
12.11.2020
Tutorial.
Python basics. [
notebook
]
Jupyter. [
notebook
]
16.11.2020 23:59
: submission deadline for exercise sheet 1
19.11.2020
Discussion of exercise sheet 1
Exercise sheet 2: Concept Learning [
worksheet
]
26.11.2020
Tutorial: scientific Python. [
notebook
]
02.12.2020 23:59
: submission deadline for exercise sheet 2
Last chance to change group selections in Moodle
03.12.2020
Discussion of exercise sheet 2
Exercise sheet 3: Linear Models [
worksheet
] [
notebook
] [
training-data
] [
bonus-challenge-testing-data
]
Regularized basis expansion [
notebook
]
18.12.2020 23:59
: submission deadline for exercise sheet 3
Bonus challenge [
leaderboard
]
07.01.2021
Implementing the multilayer perceptron [
notebook
]
13.01.2021
Exercise sheet 4: Neural Networks / Decision Trees [
worksheet
] [
training-data
] [
bonus-challenge-testing-data
]
14.01.2021
Discussion of exercise sheet 3
27.01.2021 23:59
: submission deadline for exercise sheet 4
Bonus challenge [
leaderboard
]
28.01.2021
Discussion of exercise sheet 4
Exercise sheet 5 [
worksheet
] [
training-data
] [
bonus-challenge-testing-data
]
11.02.2021
Discussion of exercise sheet 5
Bonus challenge [
leaderboard
]