Schedule
Monday 2024-04-22
E10:1307-E10:1309
09:00 - 10:00 Welcome & Course Introduction Links to an external site. (Olga, Eva)
10:15 - 12.00 Descriptive statistics [.slides Links to an external site.] [.chapter Links to an external site.] (Olga)
12:00 - 13:00 lunch
13:00 - 13.30 Probability: Introduction and discrete distributions [slides Download slides, chapter Links to an external site.] (Eva)
13.30 - 14.30 Exercises: probability and discrete distributions [exercises Links to an external site.]
14.30 - 15.00 break
15:00 - 15:30 Probability: continuous distributions [slides Download slides, chapter Links to an external site.] (Eva)
15:30 - 16:30 Exercises: continuous distributions [exercises Links to an external site.]
16.30 - 17.00 Daily challenge
Tuesday 2024-04-23
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 [slides Download slides, chapter Links to an external site.] (Eva)
10:15 - 11:00 Exercises: hypothesis tests [exercises Links to an external site.]
11:00 - 11:30 Statistical inference: Parametric tests [slides Download slides, chapter Links to an external site.] (Eva)
11:30 - 12:00 Exercises: parametric tests [exercises Links to an external site.]
12:00 - 13:00 lunch
13:00 - 13:30 Statistical inference: Point and interval estimates [slides Download slides, chapter Links to an external site.] (Eva)
13:30 - 14:30 Exercises: Point and interval estimates [exercises Links to an external site.]
14:30 - 15:00 break
15:00 - 16:00 Hypothesis testing: group work I Links to an external site. (Payam)
16:30 - 17:00 Daily challenge
Supplementary materials
Wednesday 2024-04-24
E10:1307-E10:1309
09:00 - 09:45 Group discussion: recap of the previous day
09:45 - 11:00 Introduction to supervised learning [.slides Links to an external site.] [.chapter Links to an external site.] (Olga)
11:00 - 12:00 Linear models: introduction [.slides Links to an external site.] [.chapter] Links to an external site. (Olga)
12:00 - 13:00 lunch
13:00 - 14:00 Linear models: regression and classification [.slides Links to an external site.] [.chapter Links to an external site.] (Olga)
14:30 - 15:00 Exercises: linear models [.exercises Links to an external site.]
14:30 - 15:00 break
15:00 - 15:30 Hypothesis testing: group work II Links to an external site. (Payam)
15:30 - 16:30 Exercises: linear models [.exercises Links to an external site.]
16:30 - 17:00 Daily challenge
Thursday 2024-04-25
E10:1307-E10:1309
09:00 - 09:45 Group discussion: recap of the previous day
09.45 - 12:00 Linear models: common cases Links to an external site. (Olga)
12:00 - 13:00 lunch
13:00 - 14:30 Principal Component Analysis [.slides Download .slides][.chapter Links to an external site.][.exercises] (Julie, Payam)
14:30 - 15:00 break
15:00 - 16:30 Clustering [.slides Download .slides][.chapter Links to an external site.] (Mun-Gwan, Olga)
16:30 - 17:00 Daily challenge Links to an external site.
Friday 2024-04-26
E10:1307-E10:1309
09:00 - 09.45 Group discussion: recap of the previous day
10:00 - 12:00 Random Forest (Payam) [.chapter] Links to an external site. [. exercises] Links to an external site.
12:00 - 13:00 lunch
13.00 - 14:30 Putting everything together with tidymodels [.chapter] Links to an external site. [.slides Links to an external site.](Olga)
14:30 - 15:00 break
15:00 - 17:00 Course wrap-up Links to an external site.
Feedback survey Links to an external site.