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Update week40.do.txt

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Morten Hjorth-Jensen
2025-09-27 10:07:07 +02:00
parent b8a8574aa8
commit e75cf6bfa7
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doc/src/week40/week40.do.txt
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@@ -6,11 +6,12 @@ DATE: September 29-October 3, 2025
!split
===== Lecture Monday September 30, 2024 =====
!bblock
o Stochastic Gradient descent with examples and automatic differentiation
o If we get time, we start with the basics of Neural Networks, setting up the basic steps, from the simple perceptron model to the multi-layer perceptron model
o "Video of lecture":"https://youtu.be/jdJoOrCIdII"
o Whiteboard notes at URL:"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2024/NotesSeptember30.pdf"
!bblock
o Logistic regression and gradient descent, examples on how to code
o Stochastic Gradient descent and automatic differentiation, examples using Logistic regression
o Start with the basics of Neural Networks, setting up the basic steps, from the simple perceptron model to the multi-layer perceptron model
# o "Video of lecture":"https://youtu.be/jdJoOrCIdII"
# o Whiteboard notes at URL:"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2024/NotesSeptember30.pdf"
!eblock
!split