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 or 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

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

Type of instruction

Project work.

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