• 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]