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Data Analysis Block Course

21 Jul 2025, 09:00 → 1 Aug 2025, 12:00 Europe/Zurich

Monday 21 July
- 09:00 → 12:00
  
  Distributions and sampling, Markov Chain Monte Carlo 3h
- 13:30 → 16:30
  
  Exercises 3h
Tuesday 22 July
- 09:00 → 12:00
  
  Least Squares and Maximum Likelihood Fitting 3h
- 13:30 → 16:30
  
  Exercises 3h
Wednesday 23 July
- 09:00 → 12:00
  
  Error Propagation, COWs and sWeights 3h
- 13:30 → 16:30
  
  Exercises 3h
Thursday 24 July
- 09:00 → 12:00
  
  Parametrization and unfolding 3h
- 13:30 → 16:30
  
  Exercises 3h
Monday 28 July
- 09:00 → 12:00
  
  Machine Learning (loss, ROC). Automatic differentiation 3h
- 13:30 → 16:30
  
  Exercises 3h
Tuesday 29 July
- 09:00 → 12:00
  
  Decision trees, AdaBoost, Gradient Boosting 3h
- 13:30 → 16:30
  
  Exercises 3h
Wednesday 30 July
- 09:00 → 12:00
  
  Neural Network 3h
- 13:30 → 16:30
  
  Exercises 3h
Thursday 31 July
- 09:00 → 12:00
  
  Normalizing flows | Transformets 3h
- 13:30 → 16:30
  
  Exercises 3h