Welcome to FYS5429/FYS9429

Welcome to a new semester and FYS5429/FYS9429.

This is a course based on self-studies but with weekly meetings which will also function as lectures and discussions of learning material.  The permanent zoom link is (also accessible from the weekly schedule)

FYS5429 zoom link
https://msu.zoom.us/j/6424997467?pwd=TEhTL0lmTmpGbHlnejZQa1pCdzRKdz09

Meeting ID: 642 499 7467
Passcode: FYS4411
 

Furthermore, all teaching material (it will be updated continuously) is available from the GitHub link at

https://github.com/CompPhysics/AdvancedMachineLearning

The recommended textbooks that we will follow are

o Goodfellow, Bengio and Courville, Deep Learning at https://www.deeplearningbook.org/

o Brunton and Kutz, Data driven Science and Engineering at https://www.cambridge.org/highereducation/books/data-driven-science-and-engineering/6F9A730B7A9A9F43F68CF21A24BEC339#overview

Best wishes to you all,

Morten