Key Courses of TISE

TISE offers the following courses corresponding the main areas of research. Every TISE student who has not completed the coursework part of her/his degree by the start in TISE, has to take these courses so that the total amount of courses is at least 10 credits (at least two courses).

Signal Processing Related Technologies

Statistical Signal Processing 6 cr, Signal Processing / TUT
Pattern Recognition 5 cr, Signal Processing / TUT
Robust Estimation 3 cr, Signal Processing / TUT
Mathematics for Positioning 3 cr and Methods for Positioning 3 cr, Mathematics / TUT and Computer Systems / TUT

Computer Science and Computer Engineering

Introduction to Theoretical Computer Science 6 cr, Software Systems / TUT. Alternatively the UTA course Automata (Automaatit) 6 cr.
Design and Implementation of Data Structures 5 cr, Software Systems / TUT
SoC Platforms (SoC-alustat) 5 cr, Computer Systems / TUT
Signal Processors 5 cr, Computer Systems / TUT
Network Simulation Techniques 3-6 cr, Communications Engineering / TUT
Teletraffic Theory 3-6 cr, Communications Engineering / TUT

Databases, Information Retrieval, and Information Systems

Conceptual Modeling (Käsitteellinen mallintaminen) 10 cr, Computer Sciences / UTA
Mathematical Methods in Information Retrieval (Tiedonhaun menetelmät) 6 cr, Information Studies / UTA
Logic Programming (Logiikkaohjelmointi) 10 cr, Computer Sciences / UTA
Artificial Intelligence Programming (Tekoälyn ohjelmointimenetelmät) 6-10 cr, Computer Sciences / UTA
Theory of Relational Databases 6-10 cr, Computer Sciences / UTA
Design Approaches and Methods of Information Systems (Tietojärjestelmien suunnittelumenetelmät) 8 cr, Computer Sciences / UTA

Mathematical and Statistical Modeling, Scientific Computing, and Data Analysis

Statistical Modeling and Computing 6-10 cr. Alternatively Fundamentals of Multivariate Methods (Monimuuttujamenetelmien perusteet) 4 cr, Statistics / UTA
Mathematical Logic 7 cr, Mathematics / TUT
Data Mining (Tiedonlouhinta) 10 cr, Computer Sciences / UTA
Artificial Intelligence 6 cr, Software Systems / TUT
Applied Logics (Sovellettu logiikka) 5 cr, Mathematics / TUT
Inverse Problems 6 cr, Mathematics / TUT