PL=plenary lecture, IL=interactive lecture, E=exercises
| Week | Module | Name | Dates | Textbook chapters | Module page (html) | (pdf) | (Rmd) | Short solutions to RC |
|---|---|---|---|---|---|---|---|---|
| 2 | M1: Introduction | Introduction | PL: 08.01.2018 at 12.15-14.00 in F2 Screencast first hour (delay in sound last 10 minutes) |
1 | 1Intro.html | 1Intro.pdf | 1Intro.Rmd | |
| R workshop | IL: 10.01.2018 at 10.15-12.00 in Smia | 2.3 | Rbeginner.pdf Rintermediate.pdf Rintermediate-sol.pdf | Rbeginner.Rmd Rintermediate.Rmd Rintermediate-sol.Rmd | ||||
| E: 12.01 12.15-14 in Smia | ||||||||
| 3 | M2: Statistical Learning | Part A: Core concepts in statistical learning | PL: 15.01.2018 at 12.15-14.00 in R9. Screencast first and second hour. | 2 | 2StatLearn.html | 2StatLearn.pdf | 2StatLearn.Rmd | 2RecEx-sol.html 2RecEx-sol.Rmd |
| Part B: Multivariate random vectors, covariance matrices and the multivariate normal distribution | IL: 17.01.2018 at 10.15-12.00 in Smia | |||||||
| Recommended Exercises | E: 19.01.2018 at (11.15)12.15-14.00 in Smia | |||||||
| 4 | M3: Linear Regression | Part A: Aim, simple linear regression, intro to multiple linear regression |
PL: 22.01.2018 at 12.15-14.00 in R9. Screencast first and second hour |
3 | 3LinReg.html | 3LinReg.pdf | 3LinReg.Rmd | 3LinReg-sol.html 3LinReg-sol.Rmd |
| Part B: Multiple linear regression (cont.). | PL: 24.01.2018 at 10.15-12.00 in EL1. Screencast first and second hour | |||||||
| Part B (rerun for EiT-students) | P/IL: 26.01.2018 at 12.15-13.00 in Smia | |||||||
| Recommended Exercises | E: 26.01.2018 at (11.15)12.15-14.00 in Smia | |||||||
| 5 | M4: Classification | Part A: Introduction, modelling class densities |
PL: 29.01.2018 at 12.15-14.00 in F2. Screencast only second hour. |
4 | 4Classif.html | 4Classif.pdf | 4Classif.Rmd | 4Classif-sol.html 4Classif-sol.Rmd |
| Part B: Focus on logistic regression, ROC, AUC | PL: 31.01.2018 at 10.15-12.00 in EL1 | |||||||
| Part B (rerun for EiT-students) | P/IL: 02.02.2018 12.15-13.00 in Smia | |||||||
| Recommended Exercises | E: 02.02.2018 at (11.15)12.15-14.00 in Smia | |||||||
| 6 | M1-M4 | Supervision and work with compulsory 1 | 05.02.2018 12.15-14.00 in F2, 07.02.2018 10.15-12.00 in Smia, 09.02.2018 (11.15)12.15-14.00 in Smia | 1-4 | Go to "Compulsory exercises" to see the exercise. Join groups BEFORE handing in exercise. |