added videos

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Morten Hjorth-Jensen
2024-11-11 15:55:39 +01:00
parent a27943dc3e
commit b544385d9d
7 changed files with 720 additions and 964 deletions
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@@ -14,8 +14,8 @@ DATE: Week 46, November 11-15
Basics of decision trees, classification and regression algorithms and ensemble models
o Readings and Videos:
o Lecture notes at URL:"https://github.com/CompPhysics/MachineLearning/blob/master/doc/pub/week46/ipynb/week46.ipynb"
# * "Video of lecture":"https://youtu.be/PMswUwhYa7k"
# * "Whiteboard notes":"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesNov16.pdf"
o Video of lecture at URL:"https://youtu.be/TfRKUfdJwB4"
o Whiteboard notes at URL:"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2024/NotesNovember11.pdf"
o Video on Decision trees at URL:"https://www.youtube.com/watch?v=RmajweUFKvM&ab_channel=Simplilearn"
o Decision Trees: Rashcka et al chapter 3 pages 86-98, and chapter 7 on Ensemble methods, Voting and Bagging and Gradient Boosting. See also lecture from STK-IN4300, lecture 7 at URL:"https://www.uio.no/studier/emner/matnat/math/STK-IN4300/h20/slides/lecture_7.pdf".
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