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update week 46

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Morten Hjorth-Jensen
2024-11-10 21:25:13 +01:00
parent 05941a4834
commit c978099977
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doc/src/week46/week46.do.txt
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@@ -6,18 +6,18 @@ DATE: Week 46, November 11-15
!split
===== Plan for week 46 =====
!bblock Active learning sessions on Tuesday and Wednesday
* Work and Discussion of project 3
!bblock Lab sessions on Tuesday and Wednesday
o Work on and discussions of project 3
!eblock
!bblock Material for the lecture on Monday November 11, 2024
* Thursday: Basics of decision trees, classification and regression algorithms and ensemble models
* Readings and Videos:
# * These lecture notes
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"
* "Video on Decision trees":"https://www.youtube.com/watch?v=RmajweUFKvM&ab_channel=Simplilearn"
* Decision Trees: Rashcka et al chapter 6, voting and bagging are discussed in chapter 7. See also lecture from "STK-IN4300, lecture 7":"https://www.uio.no/studier/emner/matnat/math/STK-IN4300/h20/slides/lecture_7.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".
!eblock