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Morten Hjorth-Jensen
2023-11-23 15:37:32 +01:00
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@@ -15,6 +15,8 @@ DATE: November 20-24, 2023
* Thursday: Basics of decision trees, classification and regression algorithms and ensemble models
* Readings and Videos:
* These lecture notes
* "Video of Lecture":"https://youtu.be/SpWXsvn5I9E"
* "Whiteboard notes":"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesNov23.pdf"
* "Video on Decision trees":"https://www.youtube.com/watch?v=RmajweUFKvM&ab_channel=Simplilearn"
* "Video on boosting methods by Hastie":"https://www.youtube.com/watch?v=wPqtzj5VZus&ab_channel=H2O.ai"
* "Video on AdaBoost":"https://www.youtube.com/watch?v=LsK-xG1cLYA"