diff --git a/seminar.md b/seminar.md
index 9b6f28553dfa17effeb169039cee174ce1987928..1aac9a149888ac54258f29e3a50c3b99f7cb0bf6 100644
--- a/seminar.md
+++ b/seminar.md
@@ -50,7 +50,11 @@ and a mattermost channel for chat. To join the mattermost channel:
 
 |Date|Speaker|Title/Topic|
 |----|-------|-----------|
-|2021-09-27| - | |
+|2022-01-10| Abdou Youssef | Machine Learning for Math: Vision and Intermediate Milestones |
+
+
+|Date|Speaker|Title/Topic|
+|----|-------|-----------|
 |2021-08-30| - | *summer break* |
 |2021-08-02| - | *summer break* |
 |2021-07-05| - | *summer break* |