Content, progress and pedagogy of the module

Learning objectives

Knowledge

• have knowledge about modern statistical signal processing and its application to information processing systems
• have knowledge about information and coding theory and their application to information and communication technology systems and/or machine learning and its applications to technical science

Skills

• must be able to perform an analysis of complex theoretical problems, where there is a need for tools from statistical signal processing, information theory and machine learning
• must be able to handle problems with noisy data and signals
• must be able to design algorithms solving a given technical problem

Competences

• must be able to discuss and reason at the given level using mathematical terms from modern signal processing, information theory,  coding theory and machine learning
• must be able to both orally and in writing to present precise and reproducible documentation for the solutions developed 

Type of instruction

Projekt work including PBL elements.

Extent and expected workload

This is a 15 ECTS project module and the work load is expected to be 450 hours for the student.

Exam

Exams