diff --git a/course.yml b/course.yml
index a975377..e84ffdf 100644
--- a/course.yml
+++ b/course.yml
@@ -63,6 +63,14 @@ plan:
   - lesson: pydata/regression_exercises
   - lesson: pydata/regression_resume
 
+- title: "Knihovna Scikit-learn, ML workflow"
+  slug: ml2
+  date: 2023-11-06
+  materials:
+  - lesson: pydata/scikitlearn_api
+  - lesson: pydata/homework_revisited
+  - lesson: pydata/scikitlearn_resume
+
 - title: "Svátky klidu a konce kurzu"
   slug: konec
   serial: null