Pages

Page title Creation date Last edit
Contact
19 Jan 2024
Course prerequisites
19 Jan 2024
Exercise 1: airplane passengers
19 Jan 2024
Exercise 2: Language Modelling with LSTMs
22 May 2024
22 May 2024
By Erik Yllipää
Exercise 3: Promoter sequence classification and language modelling pretraining
22 May 2024
22 May 2024
By Erik Yllipää
Language instructions
19 Jan 2024
Learning Outcomes
19 Jan 2024
Lecture: CNN 1 - Classification
19 Jan 2024
Lecture: CNN 2 - Segmentation
19 Jan 2024
Lecture: Good practices of NN/DL project design
19 Jan 2024
21 May 2024
By Claudio Mirabello
Lecture: Graph Neural Networks and Transformers
24 May 2024
24 May 2024
By Erik Yllipää
Lecture: Introduction to Feed-Forward Neural Networks
17 May 2024
17 May 2024
By Claudio Mirabello
Lecture: Introduction to Keras and Tensorflow, part 1
19 Jan 2024
17 May 2024
By Claudio Mirabello
Lecture: Introduction to Keras and Tensorflow, part 2
19 Jan 2024
Lecture: RNNs
19 Jan 2024
23 May 2024
By Per Unneberg
More practical advice
24 May 2024
24 May 2024
By Erik Yllipää
NBIS Code of Conduct
19 Jan 2024
Resources
27 May 2024
29 May 2024
By Claudio Mirabello
rnnutils.py
19 Jan 2024
Schedule
19 Jan 2024
22 May 2024
By Marcin Kierczak
Unsupervised Learning and Neural Networks, Autoencoders
19 Jan 2024
What you, as student, need to do before the course starts
19 Jan 2024
13 May 2024
By Claudio Mirabello