AI for Vision and NLP
Postgraduate course, ATU Donegal, Department of Computing, 2023
A 10 ECTS module on the MSc in Big Data Analytics and Artificial Intelligence.
Topics include:
- text analytics;
- tokenisation;
- stemming;
- lemmatisation;
- latent Dirichlet allocation;
- non-negative matrix factorisation;
- sequence models and the Transformer architecture;
- image feature detection;
- object detection and tracking;
- neural networks for vision;
- image classification;
- semantic segmentation;
- generative models.