Download the lectures as PDF

These are lectures about neural networks, for physicists. These lectures were delivered in the summer term 2017 by Florian Marquardt at the university of Erlangen-Nuremberg, Germany. Download the PDF here (split into three parts). See the other posts for further information and for the video recordings!

Machine Learning for Physicists (Lectures by Florian Marquardt, Part One) [25 MB]

Machine Learning for Physicists (Part Two) [13 MB]

Machine Learning for Physicists (Part Three) [4 MB]

SlidesLecture1

 

Here is a link to a folder containing the example code (no guarantees):

Machine Learning for Physicists code (ownCloud folder)

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