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@@ -406,6 +406,8 @@ MathJax.Hub.Config({
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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/SpWXsvn5I9E" target="_self">Video of Lecture</a></li>
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<li> <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesNov23.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> <a href="https://www.youtube.com/watch?v=wPqtzj5VZus&ab_channel=H2O.ai" target="_self">Video on boosting methods by Hastie</a></li>
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<li> <a href="https://www.youtube.com/watch?v=LsK-xG1cLYA" target="_self">Video on AdaBoost</a></li>
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@@ -221,6 +221,10 @@ MathJax.Hub.Config({
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<p><li> These lecture notes</li>
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<p><li> <a href="https://youtu.be/SpWXsvn5I9E" 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/NotesNov23.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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<p><li> <a href="https://www.youtube.com/watch?v=wPqtzj5VZus&ab_channel=H2O.ai" target="_blank">Video on boosting methods by Hastie</a></li>
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@@ -350,6 +350,8 @@ MathJax.Hub.Config({
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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/SpWXsvn5I9E" target="_blank">Video of Lecture</a></li>
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<li> <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesNov23.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> <a href="https://www.youtube.com/watch?v=wPqtzj5VZus&ab_channel=H2O.ai" target="_blank">Video on boosting methods by Hastie</a></li>
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<li> <a href="https://www.youtube.com/watch?v=LsK-xG1cLYA" target="_blank">Video on AdaBoost</a></li>
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@@ -427,6 +427,8 @@ MathJax.Hub.Config({
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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/SpWXsvn5I9E" target="_blank">Video of Lecture</a></li>
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<li> <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesNov23.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> <a href="https://www.youtube.com/watch?v=wPqtzj5VZus&ab_channel=H2O.ai" target="_blank">Video on boosting methods by Hastie</a></li>
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<li> <a href="https://www.youtube.com/watch?v=LsK-xG1cLYA" target="_blank">Video on AdaBoost</a></li>
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@@ -15,6 +15,8 @@ DATE: November 20-24, 2023
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* Thursday: Basics of decision trees, classification and regression algorithms and ensemble models
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* Readings and Videos:
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* These lecture notes
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* "Video of Lecture":"https://youtu.be/SpWXsvn5I9E"
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* "Whiteboard notes":"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesNov23.pdf"
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* "Video on Decision trees":"https://www.youtube.com/watch?v=RmajweUFKvM&ab_channel=Simplilearn"
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* "Video on boosting methods by Hastie":"https://www.youtube.com/watch?v=wPqtzj5VZus&ab_channel=H2O.ai"
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* "Video on AdaBoost":"https://www.youtube.com/watch?v=LsK-xG1cLYA"
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