• 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]