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update week 46
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‎doc/pub/week46/html/._week46-bs000.html

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@@ -337,7 +337,7 @@ <h1>Week 46: Decision Trees, Ensemble methods and Random Forests</h1>
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<h4>Week 46, November 13-17</h4>
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<h4>Week 46, November 11-15</h4>
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<center style="font-size:80%">
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<!-- copyright --> &copy; 1999-2023, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
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<!-- copyright --> &copy; 1999-2024, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
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‎doc/pub/week46/html/._week46-bs001.html

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@@ -325,12 +325,11 @@ <h2 id="plan-for-week-46" class="anchor">Plan for week 46 </h2>
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<div class="panel-body">
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<!-- subsequent paragraphs come in larger fonts, so start with a paragraph -->
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<ul>
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<li> Work and Discussion of project 2</li>
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<li> Discussion of project 3 as well</li>
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<li> Work and Discussion of project 3</li>
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<li> Thursday: Basics of decision trees, classification and regression algorithms and ensemble models</li>
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<li> Readings and Videos:</li>
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<ul>
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<li> These lecture notes</li>
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<li> <a href="https://youtu.be/PMswUwhYa7k" target="_self">Video of lecture</a></li>
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<li> <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesNov16.pdf" target="_self">Whiteboard notes</a></li>
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<li> These lecture notes
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<!-- * <a href="https://youtu.be/PMswUwhYa7k" target="_self">Video of lecture</a> -->
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<!-- * <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesNov16.pdf" target="_self">Whiteboard notes</a> --></li>
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<li> <a href="https://www.youtube.com/watch?v=RmajweUFKvM&ab_channel=Simplilearn" target="_self">Video on Decision trees</a></li>
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<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="_self">STK-IN4300, lecture 7</a>. Chapter 9.2 of Hastie et al contains also a good discussion.</li>
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‎doc/pub/week46/html/week46-bs.html

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</center>
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<br>
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<h4>Week 46, November 13-17</h4>
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<h4>Week 46, November 11-15</h4>
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</center> <!-- date -->
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<br>
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</footer>
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<center style="font-size:80%">
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<!-- copyright --> &copy; 1999-2023, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
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<!-- copyright --> &copy; 1999-2024, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
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‎doc/pub/week46/html/week46-reveal.html

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<center>
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<h4>Week 46, November 13-17</h4>
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<h4>Week 46, November 11-15</h4>
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</center> <!-- date -->
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<br>
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<center style="font-size:80%">
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<!-- copyright --> &copy; 1999-2023, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
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<!-- copyright --> &copy; 1999-2024, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
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<ul>
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<p><li> Work and Discussion of project 2</li>
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<p><li> Discussion of project 3 as well</li>
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<p><li> Work and Discussion of project 3</li>
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</div>
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<div class="alert alert-block alert-block alert-text-normal">
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<b>Material for the lecture on Thursday November 16, 2023</b>
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<b>Material for the lecture on Monday November 11, 2024</b>
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<p>
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<ul>
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<p><li> Readings and Videos:</li>
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<p><li> These lecture notes</li>
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<p><li> <a href="https://youtu.be/PMswUwhYa7k" target="_blank">Video of lecture</a></li>
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<p><li> <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesNov16.pdf" target="_blank">Whiteboard notes</a></li>
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<p><li> These lecture notes
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<!-- * <a href="https://youtu.be/PMswUwhYa7k" target="_blank">Video of lecture</a> -->
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<!-- * <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesNov16.pdf" target="_blank">Whiteboard notes</a> --></li>
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<p><li> <a href="https://www.youtube.com/watch?v=RmajweUFKvM&ab_channel=Simplilearn" target="_blank">Video on Decision trees</a></li>
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‎doc/pub/week46/html/week46-solarized.html

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</center>
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<br>
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<center>
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<h4>Week 46, November 13-17</h4>
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<h4>Week 46, November 11-15</h4>
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</center> <!-- date -->
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<b>Active learning sessions on Tuesday and Wednesday</b>
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<p>
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<ul>
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<li> Work and Discussion of project 2</li>
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<li> Discussion of project 3 as well</li>
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<li> Work and Discussion of project 3</li>
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</ul>
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</div>
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<div class="alert alert-block alert-block alert-text-normal">
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<b>Material for the lecture on Thursday November 16, 2023</b>
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<b>Material for the lecture on Monday November 11, 2024</b>
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<p>
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<ul>
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<li> Thursday: Basics of decision trees, classification and regression algorithms and ensemble models</li>
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<li> Readings and Videos:</li>
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<ul>
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<li> These lecture notes</li>
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<li> <a href="https://youtu.be/PMswUwhYa7k" target="_blank">Video of lecture</a></li>
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<li> <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesNov16.pdf" target="_blank">Whiteboard notes</a></li>
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<li> These lecture notes
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<!-- * <a href="https://youtu.be/PMswUwhYa7k" target="_blank">Video of lecture</a> -->
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<!-- * <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesNov16.pdf" target="_blank">Whiteboard notes</a> --></li>
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<li> <a href="https://www.youtube.com/watch?v=RmajweUFKvM&ab_channel=Simplilearn" target="_blank">Video on Decision trees</a></li>
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<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>
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<!-- ------------------- end of main content --------------- -->
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<center style="font-size:80%">
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<!-- copyright --> &copy; 1999-2023, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
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<!-- copyright --> &copy; 1999-2024, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
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‎doc/pub/week46/html/week46.html

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<h4>Week 46, November 13-17</h4>
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<h4>Week 46, November 11-15</h4>
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</center> <!-- date -->
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<br>
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<b>Active learning sessions on Tuesday and Wednesday</b>
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<p>
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<ul>
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<li> Work and Discussion of project 2</li>
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<li> Discussion of project 3 as well</li>
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<li> Work and Discussion of project 3</li>
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</ul>
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</div>
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<div class="alert alert-block alert-block alert-text-normal">
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<b>Material for the lecture on Thursday November 16, 2023</b>
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<b>Material for the lecture on Monday November 11, 2024</b>
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<p>
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<ul>
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<li> Thursday: Basics of decision trees, classification and regression algorithms and ensemble models</li>
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<li> Readings and Videos:</li>
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<ul>
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<li> These lecture notes</li>
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<li> <a href="https://youtu.be/PMswUwhYa7k" target="_blank">Video of lecture</a></li>
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<li> <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesNov16.pdf" target="_blank">Whiteboard notes</a></li>
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<li> These lecture notes
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<!-- * <a href="https://youtu.be/PMswUwhYa7k" target="_blank">Video of lecture</a> -->
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<!-- * <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesNov16.pdf" target="_blank">Whiteboard notes</a> --></li>
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<li> <a href="https://www.youtube.com/watch?v=RmajweUFKvM&ab_channel=Simplilearn" target="_blank">Video on Decision trees</a></li>
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<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>
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<!-- ------------------- end of main content --------------- -->
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<center style="font-size:80%">
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<!-- copyright --> &copy; 1999-2023, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
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<!-- copyright --> &copy; 1999-2024, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
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‎doc/pub/week46/ipynb/ipynb-week46-src.tar.gz

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