CompPhysics
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diff --git a/‎doc/src/week6/week6.do.txt‎
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@@ -7,9 +7,8 @@ DATE: February 26, 2026
 
 !bblock
 o Intro to and mathematics of  Recurrent Neural Networks (RNNs)
-#o More material will be added
-#o "Video of lecture":""
-#o "Whiteboard notes":"https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/HandwrittenNotes/2026/Lectureweek6.pdf"
+o Video of lecture at URL:"https://youtu.be/Vza4M1wQglo"
+o Whiteboard notes at URL:"https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/HandwrittenNotes/2026/Lectureweek6.pdf"
 !eblock
 
 !split