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TITLE: Week 44, Convolutional Neural Networks (CNN)
AUTHOR: Morten Hjorth-Jensen {copyright, 1999-present|CC BY-NC} at Department of Physics, University of Oslo, Norway
DATE: October 28-November 1
DATE: October 28
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o Readings and Videos:
* These lecture notes at URL:"https://github.com/CompPhysics/MachineLearning/blob/master/doc/pub/week44/ipynb/week44.ipynb"
* For a more in depth discussion on neural networks we recommend Goodfellow et al chapter 9. See also chapter 11 and 12 on practicalities and applications
* Reading suggestions for implementation of CNNs see URL:"Rashcka et al.'s chapter 14":"https://github.com/rasbt/machine-learning-book/tree/main/ch14".
* Reading suggestions for implementation of CNNs see URL:"Rashcka et al.'s chapter 14 at URL:"https://github.com/rasbt/machine-learning-book/tree/main/ch14".
* Video on Deep Learning at URL:"https://www.youtube.com/playlist?list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi"
* Video on Convolutional Neural Networks from MIT at URL:"https://www.youtube.com/watch?v=iaSUYvmCekI&ab_channel=AlexanderAmini"
* Video on CNNs from Stanford at URL:"https://www.youtube.com/watch?v=bNb2fEVKeEo&list=PLC1qU-LWwrF64f4QKQT-Vg5Wr4qEE1Zxk&index=6&ab_channel=StanfordUniversitySchoolofEngineering"
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