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update week 46

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Morten Hjorth-Jensen
2024-11-09 08:24:20 -05:00
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commit 9aab5f8781
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@@ -353,7 +353,7 @@ MathJax.Hub.Config({
</center>
<br>
<center>
<h4>Week 46, November 13-17</h4>
<h4>Week 46, November 11-15</h4>
</center> <!-- date -->
<br>
@@ -364,22 +364,21 @@ MathJax.Hub.Config({
<b>Active learning sessions on Tuesday and Wednesday</b>
<p>
<ul>
<li> Work and Discussion of project 2</li>
<li> Discussion of project 3 as well</li>
<li> Work and Discussion of project 3</li>
</ul>
</div>
<div class="alert alert-block alert-block alert-text-normal">
<b>Material for the lecture on Thursday November 16, 2023</b>
<b>Material for the lecture on Monday November 11, 2024</b>
<p>
<ul>
<li> Thursday: Basics of decision trees, classification and regression algorithms and ensemble models</li>
<li> Readings and Videos:</li>
<ul>
<li> These lecture notes</li>
<li> <a href="https://youtu.be/PMswUwhYa7k" target="_blank">Video of lecture</a></li>
<li> <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesNov16.pdf" target="_blank">Whiteboard notes</a></li>
<li> These lecture notes
<!-- * <a href="https://youtu.be/PMswUwhYa7k" target="_blank">Video of lecture</a> -->
<!-- * <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesNov16.pdf" target="_blank">Whiteboard notes</a> --></li>
<li> <a href="https://www.youtube.com/watch?v=RmajweUFKvM&ab_channel=Simplilearn" target="_blank">Video on Decision trees</a></li>
<li> Decision Trees: Geron's chapter 6 covers decision trees while ensemble models, voting and bagging are discussed in chapter 7. See also lecture from <a href="https://www.uio.no/studier/emner/matnat/math/STK-IN4300/h20/slides/lecture_7.pdf" target="_blank">STK-IN4300, lecture 7</a>. Chapter 9.2 of Hastie et al contains also a good discussion.</li>
</ul>
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<!-- copyright --> &copy; 1999-2023, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
<!-- copyright --> &copy; 1999-2024, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
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