|**G3** | O. Michel |**MARS**+foreign students| 25oct | 29oct | 8nov | 10nov| 10nov|
##### Lab5
- Lab5 statement on generalized linear models, lasso regulariation and variable selection is [here](https://gricad-gitlab.univ-grenoble-alpes.fr/ai-courses/autonomous_systems_ml/-/tree/master/labs/lab5_statement.md)
-**Except if your supervisor give you another instruction** upload at the end of the session your lab 5 short report in the [chamilo assigment task](https://chamilo.grenoble-inp.fr/main/work/work_list.php?cidReq=ENSE3WEUMAIA0&id_session=0&gidReq=0&gradebook=0&origin=&id=145522&isStudentView=true)(pdf file from your editor, or scanned pdf file of a handwritten paper; *code, figures or graphics are not required!*)
##### Lab4
- Lab4 statement on linear models and ridge regression is [here](https://gricad-gitlab.univ-grenoble-alpes.fr/ai-courses/autonomous_systems_ml/-/tree/master/labs/lab4_statement.md)~~
- Lab4 statement on linear models and ridge regression is [here](https://gricad-gitlab.univ-grenoble-alpes.fr/ai-courses/autonomous_systems_ml/-/tree/master/labs/lab4_statement.md)
-**Except if your supervisor give you another instruction** upload at the end of the session your lab 4 short report in the [chamilo assigment task](https://chamilo.grenoble-inp.fr/main/work/work_list.php?cidReq=ENSE3WEUMAIA0&id_session=0&gidReq=0&gradebook=0&origin=&id=143765&isStudentView=true)(pdf file from your editor, or scanned pdf file of a handwritten paper; *code, figures or graphics are not required!*)
