Study year 2

Master's Programme, Machine Learning, 120 credits (TMAIM), Programme syllabus for studies starting in autumn 2013

The following courses are part of study year two.

The course application codes and study periods are valid for the academic year 2014/2015. For other academic years, different application codes and study periods may apply.

General

Specialisations

At least 3 conditionally elective courses shall be taken in year 1 and 2.

Mandatory Appl.code Scope Study period
 1   2   3   4 
DD2429 Computational Photography 6.0 hp

Conditionally elective Appl.code Scope Study period
 1   2   3   4 
DD2387 Program System Construction Using C++ 6.0 hp
DD2404 Applied Bioinformatics 7.5 hp
DD2425 Robotics and Autonomous Systems 9.0 hp
DD2447 Statistical Methods in Applied Computer Science
Can be taken year 1.
6.0 hp
DT2140 Multimodal Interaction and Interfaces
Can be taken year 1.
7.5 hp
EL2320 Applied Estimation
Can be taken year 1.
7.5 hp
EN2202 Pattern Recognition 7.5 hp
SF2940 Probability Theory 7.5 hp

At least 3 courses has to conditionally elective in year 1 and 2.


Conditionally elective Appl.code Scope Study period
 1   2   3   4 
DD2429 Computational Photography 6.0 hp 6.0
EN2202 Pattern Recognition
Can be taken in year 1.
7.5 hp 7.5
SF2940 Probability Theory 7.5 hp 7.5
DD2387 Program System Construction Using C++ 6.0 hp 4.0 2.0
DD2395 Computer Security
Can be taken in year 1.
6.0 hp 6.0
DD2404 Applied Bioinformatics 7.5 hp 7.5
DD2418 Language Engineering 6.0 hp 6.0
DD2447 Statistical Methods in Applied Computer Science
Can be taken in year 1.
6.0 hp 6.0
EL2320 Applied Estimation
Can be taken in year 1.
7.5 hp 7.5
DD2448 Foundations of Cryptography 7.5 hp 3.0 4.5

Conditionally elective courses within the specialization, at least three (3) of the must be taken.

Mandatory Appl.code Scope Study period
 1   2   3   4 
DD2435 Mathematical Modelling of Biological Systems
Elective for Alternative 1.
9.0 hp

Conditionally elective Appl.code Scope Study period
 1   2   3   4 
BB2440 Bioinformatics and Biostatistics 7.0 hp 7.0
DD2429 Computational Photography 6.0 hp 6.0
DD2404 Applied Bioinformatics 7.5 hp 7.5
DD2447 Statistical Methods in Applied Computer Science
Read with advantage in year 2, but can be taken in year 1.
6.0 hp 6.0
BB2250 Applied Gene Technology 6.0 hp
SF2940 Probability Theory
Can be taken in year 1.
7.5 hp
SK2530 Introduction to Biomedicine 6.0 hp