Maskininlärning, 4 HP
Kursuppgifter
Forskarutbildningsämne
- Datavetenskap
Kursplan
Kontaktpersoner
-
Franziska Klügl, Professor
019 303925 -
Josefin Unander-Scharin, Utbildnings- och forskningsadministratör
019 303909
Course content
The course covers the following topics in machine learning:
- Supervised and unsupervised algorithms for classification, prediction and clustering
- Manual and automatic feature design
- Dimensionality reduction techniques and feature selection
- Practical recommendations for applying machine learning algorithms
- Training and classification of neural networks
- Bayesian learning and recommender systems.