Update week48.do.txt

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Morten Hjorth-Jensen
2025-07-30 21:59:25 +02:00
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!split
===== Lecture Monday, November 25 =====
!bblock Plans for the lecture Monday 25 November, with video suggestions etc
===== Lecture Monday, November 24 =====
!bblock Plans for the lecture Monday 24 November, with video suggestions etc
o Boosting and gradient boosting and ensemble models
o Summary of course
o Readings and Videos:
o These lecture notes at URL:"https://github.com/CompPhysics/MachineLearning/blob/master/doc/pub/week48/ipynb/week48.ipynb"
o See also lecture notes from week 47 at URL:"https://github.com/CompPhysics/MachineLearning/blob/master/doc/pub/week47/ipynb/week47.ipynb". The lecture on Monday starts with a repetition on AdaBoost before we move over to gradient boosting with examples
o Video of lecture at URL:"https://youtu.be/iTaRdAPQnDA"
o Whiteboard notes at URL:"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2024/NotesNovember25.pdf"
# o Video of lecture at URL:"https://youtu.be/iTaRdAPQnDA"
# o Whiteboard notes at URL:"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2024/NotesNovember25.pdf"
o Video on Decision trees URL:"https://www.youtube.com/watch?v=RmajweUFKvM&ab_channel=Simplilearn"
o Video on boosting methods URL:"https://www.youtube.com/watch?v=wPqtzj5VZus&ab_channel=H2O.ai"
o Video on AdaBoost URL:"https://www.youtube.com/watch?v=LsK-xG1cLYA"