Course material for module 11
In order to give you more time to concentrate on Compulsory 2, we will have our second video lecture for module 11 (Neural networks) on Friday, 3.4., 14:15 - 16:00 via Zoom:
https://NTNU.zoom.us/j/758546056
Meeting ID: 758 546 056
To install Zoom, please follow the description here.
Lecture notes:
11Nnet.pdf
11Nnet.html
11Nnet.Rmd
Additional material:
Here you find the Goodfellow, Bengio and Courville (2016) book:
https://www.deeplearningbook.org/
The Cholet and Allaire (2018) book is not available fully online, you could order it here (not compulsory!): https://www.manning.com/books/deep-learning-with-r
Videos on neural networks and back propagation (recommended!)
Video on back propagation / deep learning chapter 1
Video on back propagation / deep learning chapter 2
Video on back propagation / deep learning chapter 3
Video on back propagation / deep learning chapter 4
Recommenced exercises: