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doc/src/week42/week42.do.txt

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

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