Lecture notes:

11Nnet.pdf
11Nnet.html
11Nnet.Rmd

Annotated slides

Recorded lecture Monday 19. April
Recorded lecture Tuesday 20. April

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

Recommended exercises:

• RecommendedExercise11.pdf
• RecommendedExercise11.html
• RecommendedExercise11.Rmd

• RecommendedExercise11-sol.pdf
• RecommendedExercise11-sol.html
• RecommendedExercise11-sol.Rmd

The exercise sessions will be online. Between 16:15 and 18:00 Emma is available in a Whereby room:

Emma: https://whereby.com/tma4268_exercise_emma