The objective of this module is to provide students with the theoretical basis and practical knowledge of some relevant machine-learning algorithms, aimed at classifying data.
The methods described in the course will allow students to:
- learn and use inductive-learning algorithms
- learn and use neural nets and other algorithm classes for the supervised classification of data
- learn and use the main supervised and unsupervised clustering algorithms