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update of p2

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Morten Hjorth-Jensen
2025-10-14 07:01:07 +02:00
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@@ -547,10 +547,8 @@ doconce format html week42.do.txt --no_mako -->
<h2>Readings and videos<a class="headerlink" href="#readings-and-videos" title="Link to this heading">#</a></h2>
<ol class="arabic simple">
<li><p>These lecture notes</p></li>
</ol>
<!-- o [Video of lecture](https://youtu.be/7B2F35gNj2Y) -->
<!-- o [Whiteboard notes](https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2024/NotesOct14.pdf) -->
<ol class="arabic simple" start="2">
<li><p>Video of lecture at <a class="reference external" href="https://youtu.be/eqyNrEYRXnY">https://youtu.be/eqyNrEYRXnY</a></p></li>
<li><p>Whiteboard notes at <a class="github reference external" href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2025/FYSSTKweek42.pdf">CompPhysics/MachineLearning</a></p></li>
<li><p>For a more in depth discussion on neural networks we recommend Goodfellow et al chapters 6 and 7. For the optimization part, see chapter 8.</p></li>
<li><p>Neural Networks demystified at <a class="reference external" href="https://www.youtube.com/watch?v=bxe2T-V8XRs&amp;amp;list=PLiaHhY2iBX9hdHaRr6b7XevZtgZRa1PoU&amp;amp;ab_channel=WelchLabs">https://www.youtube.com/watch?v=bxe2T-V8XRs&amp;list=PLiaHhY2iBX9hdHaRr6b7XevZtgZRa1PoU&amp;ab_channel=WelchLabs</a></p></li>
<li><p>Building Neural Networks from scratch at <a class="reference external" href="https://www.youtube.com/watch?v=Wo5dMEP_BbI&amp;amp;list=PLQVvvaa0QuDcjD5BAw2DxE6OF2tius3V3&amp;amp;ab_channel=sentdex">https://www.youtube.com/watch?v=Wo5dMEP_BbI&amp;list=PLQVvvaa0QuDcjD5BAw2DxE6OF2tius3V3&amp;ab_channel=sentdex</a></p></li>