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TITLE: Week 42 Constructing a Neural Network code with examples
AUTHOR: Morten Hjorth-Jensen {copyright, 1999-present|CC BY-NC} at Department of Physics, University of Oslo & Department of Physics and Astronomy and Facility for Rare Isotope Beams, Michigan State University
DATE: October 14-18, 2024
AUTHOR: Morten Hjorth-Jensen {copyright, 1999-present|CC BY-NC} at Department of Physics, University of Oslo, Norway
DATE: October 13-17, 2025
!split
===== Lecture October 14, 2024 =====
===== Lecture October 13, 2025 =====
!bblock
o Building our own Feed-forward Neural Network and discussion of project 2
!eblock
!bblock Readings and videos
o These lecture notes
o "Video of lecture":"https://youtu.be/7B2F35gNj2Y"
o "Whiteboard notes":"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2024/NotesOct14.pdf"
#o "Video of lecture":"https://youtu.be/7B2F35gNj2Y"
#o "Whiteboard notes":"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2024/NotesOct14.pdf"
o For a more in depth discussion on neural networks we recommend Goodfellow et al chapters 6 and 7.
o Neural Networks demystified at URL:"https://www.youtube.com/watch?v=bxe2T-V8XRs&list=PLiaHhY2iBX9hdHaRr6b7XevZtgZRa1PoU&ab_channel=WelchLabs"
o Building Neural Networks from scratch at URL:"https://www.youtube.com/watch?v=Wo5dMEP_BbI&list=PLQVvvaa0QuDcjD5BAw2DxE6OF2tius3V3&ab_channel=sentdex"