Precourse

Monday 2025-04-07

E10:1307-E10:1309

09:00 - 10:00 Welcome & Course Introduction (Eva, Payam) [slides]

10:15 - 12.00 Descriptive statistics (Payam) [slides]

12:00 - 13:00 lunch

13:00 - 13.30 Probability: Introduction and discrete distributions (Eva) [slides] [Dice experiment]

13.30 - 14.30 Exercises: probability and discrete distributions

14.30 - 15.00 break

15:00 - 15:30 Probability: continuous distributions (Eva) [slides]

15:30 - 16:30 Exercises: continuous distributions

16.30 - 17.00 Daily challenge 1

Tuesday 2025-04-08

E10:1307-E10:1309

09:00 - 09:45 Group discussion: recap of the previous day

09:45 - 10:15 Statistical inference: Hypothesis tests using resampling (Eva) [slides]

10:15 - 11:00 Exercises: hypothesis tests

11:00 - 11:30 Statistical inference: Parametric tests (Eva) [slides]

11:30 - 12:00 Exercises: parametric tests

12:00 - 13:00 lunch

13:00 - 13:30 Statistical inference: Point and interval estimates (Eva) [slides]

13:30 - 14:30 Exercises: Point and interval estimates

14:30 - 15:00 break

15:00 - 16:00 Hypothesis testing: group work I (Payam)

16:30 - 17:00 Daily challenge 2

Wednesday 2025-04-09

E10:1307-E10:1309

09:00 - 09:45 Group discussion: recap of the previous day

09:45 - 11:00 Introduction to supervised learning (Payam) [slides]

11:00 - 12:00 Linear models: introduction (Payam) [slides]

12:00 - 13:00 lunch

13:00 - 14:00 Linear models: common cases (Payam) [slides]

14:30 - 15:00 Exercises: linear models

14:30 - 15:00 break

15:00 - 15:30 Linear regression cont

15:30 - 16:30 Hypothesis testing: group work II (Payam)

16:30 - 17:00 Daily challenge

Thursday 2025-04-10

E10:1307-E10:1309

09:00 - 09:45 Group discussion: recap of the previous day

09.45 - 12:00 Generalized linear models (Payam) [slides]

12:00 - 13:00 lunch

13:00 - 14:30 Principal Component Analysis (Julie) [slides] [exercises]

14:30 - 15:00 break

15:00 - 15:30 Clustering (Eva) [slides]

15:30-16:30 Exercises

16:30 - 17:00 Daily challenge

Friday 2025-04-11

E10:1307-E10:1309

09:00 - 09.45 Group discussion: recap of the previous day

09.45 - 11:00 Random Forest (Payam) [slides]

11.00 - 12:00 Exercises: Random Forest

12:00 - 13:00 lunch

13:00 - 14:30 Putting everything together [slides]

14:30- 15:00 Break

15:00 - 17:00 Course wrap-up and feedback