update

Author: mhjensen

doc/pub/week41/html/week41-bs.html

@@ -453,9 +453,9 @@ <h2 id="plan-for-week-41-october-6-10" class="anchor">Plan for week 41, October
 <h2 id="material-for-the-lecture-on-monday-october-6-2025" class="anchor">Material for the lecture on Monday October 6, 2025 </h2>
 <ol>
 <li> Neural Networks, setting up the basic steps, from the simple perceptron model to the multi-layer perceptron model.</li>
-<li> Building our own Feed-forward Neural Network, getting started
-<!-- * Video of lecture notes at URL:"" -->
-<!-- * Whiteboard notes at <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2025/FYSSTKweek41.pdf" target="_self"><tt>https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2025/FYSSTKweek41.pdf</tt></a> --></li>
+<li> Building our own Feed-forward Neural Network, getting started</li>
+<li> Video of lecture notes at <a href="https://youtu.be/96Pe6O9Wn6g" target="_self"><tt>https://youtu.be/96Pe6O9Wn6g</tt></a></li>
+<li> Whiteboard notes at <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2025/FYSSTKweek41.pdf" target="_self"><tt>https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2025/FYSSTKweek41.pdf</tt></a></li>
 </ol>
 <!-- !split -->
 <h2 id="readings-and-videos" class="anchor">Readings and Videos: </h2>

doc/pub/week41/html/week41-reveal.html

@@ -199,9 +199,9 @@ <h2 id="plan-for-week-41-october-6-10">Plan for week 41, October 6-10 </h2>
 <h2 id="material-for-the-lecture-on-monday-october-6-2025">Material for the lecture on Monday October 6, 2025 </h2>
 <ol>
 <p><li> Neural Networks, setting up the basic steps, from the simple perceptron model to the multi-layer perceptron model.</li>
-<p><li> Building our own Feed-forward Neural Network, getting started
-<!-- * Video of lecture notes at URL:"" -->
-<!-- * Whiteboard notes at <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2025/FYSSTKweek41.pdf" target="_blank"><tt>https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2025/FYSSTKweek41.pdf</tt></a> --></li>
+<p><li> Building our own Feed-forward Neural Network, getting started</li>
+<p><li> Video of lecture notes at <a href="https://youtu.be/96Pe6O9Wn6g" target="_blank"><tt>https://youtu.be/96Pe6O9Wn6g</tt></a></li>
+<p><li> Whiteboard notes at <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2025/FYSSTKweek41.pdf" target="_blank"><tt>https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2025/FYSSTKweek41.pdf</tt></a></li>
 </ol>
 </section>
 

doc/pub/week41/html/week41-solarized.html

@@ -367,9 +367,9 @@ <h2 id="plan-for-week-41-october-6-10">Plan for week 41, October 6-10 </h2>
 <h2 id="material-for-the-lecture-on-monday-october-6-2025">Material for the lecture on Monday October 6, 2025 </h2>
 <ol>
 <li> Neural Networks, setting up the basic steps, from the simple perceptron model to the multi-layer perceptron model.</li>
-<li> Building our own Feed-forward Neural Network, getting started
-<!-- * Video of lecture notes at URL:"" -->
-<!-- * Whiteboard notes at <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2025/FYSSTKweek41.pdf" target="_blank"><tt>https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2025/FYSSTKweek41.pdf</tt></a> --></li>
+<li> Building our own Feed-forward Neural Network, getting started</li>
+<li> Video of lecture notes at <a href="https://youtu.be/96Pe6O9Wn6g" target="_blank"><tt>https://youtu.be/96Pe6O9Wn6g</tt></a></li>
+<li> Whiteboard notes at <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2025/FYSSTKweek41.pdf" target="_blank"><tt>https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2025/FYSSTKweek41.pdf</tt></a></li>
 </ol>
 <!-- !split --><br><br><br><br><br><br><br><br><br><br>
 <h2 id="readings-and-videos">Readings and Videos: </h2>

doc/pub/week41/html/week41.html

@@ -444,9 +444,9 @@ <h2 id="plan-for-week-41-october-6-10">Plan for week 41, October 6-10 </h2>
 <h2 id="material-for-the-lecture-on-monday-october-6-2025">Material for the lecture on Monday October 6, 2025 </h2>
 <ol>
 <li> Neural Networks, setting up the basic steps, from the simple perceptron model to the multi-layer perceptron model.</li>
-<li> Building our own Feed-forward Neural Network, getting started
-<!-- * Video of lecture notes at URL:"" -->
-<!-- * Whiteboard notes at <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2025/FYSSTKweek41.pdf" target="_blank"><tt>https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2025/FYSSTKweek41.pdf</tt></a> --></li>
+<li> Building our own Feed-forward Neural Network, getting started</li>
+<li> Video of lecture notes at <a href="https://youtu.be/96Pe6O9Wn6g" target="_blank"><tt>https://youtu.be/96Pe6O9Wn6g</tt></a></li>
+<li> Whiteboard notes at <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2025/FYSSTKweek41.pdf" target="_blank"><tt>https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2025/FYSSTKweek41.pdf</tt></a></li>
 </ol>
 <!-- !split --><br><br><br><br><br><br><br><br><br><br>
 <h2 id="readings-and-videos">Readings and Videos: </h2>