Planning and summaries
Please note that class planning is subject to adjustments.
Files
Exercises are avaliable in the lecture notes (TIAB_notes.pdf). The lecture notes will be updated during the semester. It is best not to print them and to check the Lectures page regularly for updates.
Class plan (note: future tutorials may be subject to adjustments)
Tutorial 1, 04-03-2024
- Summary
- Introduction to Keras: Classification with an MLP
- Download the file T01.zip and extract it to your working folder. Follow the exercises in sections 2.8 and 2.9 of the lecture notes.
Tutorial 2, 11-03-2024
- Summary
- Regression with MLP. Image classification with CNN
- Download the file AutoMPG.tsv (right click, save target as)
Tutorial 3, 18-03-2024
- Summary
- Extracting features with autoencoder and clustering images
Tutorial 4, 25-03-2024
- Summary
- A Practical Guide to Building OWL Ontologies
- Follow the tutorial in this file (til the end of Chapter 7 suffices): Protege5TutorialV3.2.pdf
Tutorial 5, 08-04-2024
- Summary
- Exercises on usage of Gene Ontology following the exercises in the end of the slides of Lecture 10
Tutorial 6, 15-04-2024
- Summary
- Tutorial on using spacy with BERT models for NER and EL following the last slides of Lecture 12