Name: Data Analysis Block Course
Start: 2025-07-21T09:00:00+02:00
End: 2025-08-01T12:00:00+02:00
Location: No location set

Monday 21 July
- 1
  
  Distributions and sampling, Markov Chain Monte Carlo
- 2
  
  Exercises
Tuesday 22 July
- 3
  
  Least Squares and Maximum Likelihood Fitting
- 4
  
  Exercises
Wednesday 23 July
- 5
  
  Error Propagation, COWs and sWeights
- 6
  
  Exercises
Thursday 24 July
- 7
  
  Parametrization and unfolding
- 8
  
  Exercises
Monday 28 July
- 9
  
  Machine Learning (loss, ROC). Automatic differentiation
- 10
  
  Exercises
Tuesday 29 July
- 11
  
  Decision trees, AdaBoost, Gradient Boosting
- 12
  
  Exercises
Wednesday 30 July
- 13
  
  Neural Network
- 14
  
  Exercises
Thursday 31 July
- 15
  
  Normalizing flows | Transformets
- 16
  
  Exercises