Study year 2

Master's Programme, Machine Learning, 120 credits (TMAIM), Programme syllabus for studies starting in autumn 2014

The following courses are part of study year two.

The course application codes and study periods are valid for the academic year 2015/2016. For other academic years, different application codes and study periods may apply.

General

Mandatory Appl.code Scope Study period
 1   2   3   4 
DA2205 Introduction to the Philosophy of Science and Research Methodology 7.5 hp 3.0 4.5
DA224X Degree Project in Computer Science and Communication, Second Cycle
External admitted master student at CSC
30.0 hp 15.0 15.0
DA225X Degree Project in Computer Science and Communication, Second Cycle
För civilingenjörsstudenter vid CSC.
30.0 hp 15.0 15.0

Specialisations

A.3.2 Compulsory Courses, Alternative 2:
- SK2530 Introduction to Biomedicine 6 hp.

A.3.3 Conditionally Elective Courses (NOTE! At least three courses must be read!):
 

- SK2530 Introduction to Biomedicine 6 hp,
- DD2429 Computational Photography 6 hp,
- BB2440 Bioinformatics and Biostatistics, 7 hp,
- SF2940 Probability Theory, 7,5, hp,
- DD2435 Mathematical Modelling of Biological Systems, 9 hp,
- DD2447 Statistical Methods in Applied Computer Science, 6 hp,
- DD2404 Applied Bioinformatics, 7,5 hp.

Mandatory Appl.code Scope Study period
 1   2   3   4 
SK2530 Introduction to Biomedicine 6.0 hp 6.0

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
SF2940 Probability Theory 7.5 hp 7.5
DD2435 Mathematical Modelling of Biological Systems 9.0 hp 6.0 3.0
DD2404 Applied Bioinformatics 7.5 hp 7.5
DD2447 Statistical Methods in Applied Computer Science 6.0 hp 6.0

NOTE!
At least four courses from A.2.1 and two from A.2.2 and two from A.2.3 shall be taken during study year 1-2.

A.2.1 Conditionally Elective Courses - Application Domains

COMPUTER VISION:
DD2429 Computational Photography, 6 hp,
DD2423 Image Analysis and Computer Vision, 7,5.

NATURAL LANGUAGE PROCESSING:
DD2418 Language Engineering 6.

ROBOTICS:
DD2425 Robotics and Autonomous Systems 9.

COMPUTATIONAL BIOLOGY:
DD2404 Applied Bioinformatics 7,5
DD2435 Neuronnäts- och biomodellering 9.

A.2.2 Conditionally Elective Courses - Theory

MATHEMATICS:
EL2320 Applied Estimation 7,5.

STATISTICS & PROBABILITY:
SF2940 Probability Theory 7,5,
DD2447 Statistical Methods in Applied Computer Science 6.

MACHINE LEARNING:
EQ2340 Pattern Recognition 7,5.

A.2.3 Conditionally Elective Courses - Computer Science

SOFTWARE ENGINEERING:
DD2387 Program System Construction Using C++, 6 hp.

SECURITY:
DD2395 Computer Security, 6 hp.