diff --git a/nontech/philosophy/people/schelin.txt b/nontech/philosophy/people/schelin.txt
index f97537641..dff6d69d9 100644
--- a/nontech/philosophy/people/schelin.txt
+++ b/nontech/philosophy/people/schelin.txt
@@ -6,6 +6,8 @@ By Pelikan Steps - Schelin of p4
     https://www.youtube.com/playlist?list=PLisk61dMIYfEDxBlE9M3poheQHDDmKpIk
 
 2025
+Uralov - Schelin - ClearOfUnderstanding - ChePe of Global Masshtab of 2:05:47
+    https://www.youtube.com/watch?v=-XbrTm5tC5E
 USLawAndOrder - Dudnik - Schelin 03.11 of 38:11
     https://www.youtube.com/watch?v=pyVMgeYkv1Y
 ClearOfUnderstanding - Uralov - Chaadaev - Schelin of 1:51:53
diff --git a/science/ml/docs/courses/courses.txt b/science/ml/docs/courses/courses.txt
index 85de7ef33..774d32f5f 100644
--- a/science/ml/docs/courses/courses.txt
+++ b/science/ml/docs/courses/courses.txt
@@ -11,6 +11,9 @@ https://developers.google.com/machine-learning/crash-course/
 JetBrains
 https://www.youtube.com/channel/UCdeSxuESqLOxuuwXNnqqbrA/playlists
 
+2025
+Simplilearn - Machine Learning Full Course 2025 | Machine Learning Tutorial For Beginners 0:00 of 11:41:00
+    https://www.youtube.com/watch?v=KAkOmoGs-74
 2024
 freeCodeCamp -  Machine Learning in 2024 – Beginner's Course 0:00 of 4:19:32
     https://www.youtube.com/watch?v=bmmQA8A-yUA