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Study year 1

Master (Two Years), Machine Learning (TMAIM), Study programme for batch Autumn 13

According to the study programme these courses are part of study year 1.

Please note that application codes and periods are based on academic year Autumn 13/Spring 14. Reading this year on a later occasion, other application codes and periods may apply.

Courses for All Specialisations

The studyplans at the CSC-school for the academic year 2013/2014 are no yet decided so there might still be changes.

Mandatory Appl.code cr. Period
 1   2   3   4 
DD2380 Artificial Intelligence 50122 6.0 6.0
DD2431 Machine Learning 50133 6.0 6.0
DA2205 Introduction to the Philosophy of Science and Research Methodology
One of the courses DA2205 and DA2210 must be taken 		50002 7.5 3.0 4.5
DA2210 Introduction to the Philosophy of Science and Research Methodology for Computer Scientists
One of the courses DA2205 and DA2210 must be taken 		50003 6.0 1.5 4.5
DD2423 Image Analysis and Computer Vision 50130 7.5 7.5

Specialisations

Track, Perception and Cognition (MAIA)

At least three of the conditionally elective courses within the specialization must be taken.

Mandatory Appl.code cr. Period
 1   2   3   4 
DD2432 Artificial Neural Networks and Other Learning Systems 60095 6.0 6.0
DD2427 Image Based Recognition and Classification 60094 6.0 6.0

Conditionally Elective Appl.code cr. Period
 1   2   3   4 
DD2418 Language Engineering 50129 6.0 6.0
DD2447 Statistical Methods in Applied Computer Science
Could be taken year 2 		50186 6.0 6.0
DT2140 Multimodal Interaction and Interfaces
Could be taken year 2 		50204 7.5 7.5
EL2320 Applied Estimation
Could be taken year 2 		50999 7.5 7.5
SF2950 Applied Mathematical Statistics 61020 7.5 7.5
DD2476 Search Engines and Information Retrieval Systems 60103 9.0 6.0 3.0
DD2257 Visualization 60083 7.5 7.5
DD2401 Neuroscience 60091 7.5 7.5
DD2450 Algorithmic Bioinformatics 60099 6.0 6.0
SF2943 Time Series Analysis 61019 7.5 7.5
DD2439 Artificial Intelligence and Multi-agent Systems, Project Course 21.0
DT2118 Speech and Speaker Recognition 7.5
SF1841 Optimization 6.0

Track, Information Retrieval (MAIB)

At least three of the conditionally elective courses within the specialization must be taken.

Mandatory Appl.code cr. Period
 1   2   3   4 
DD2447 Statistical Methods in Applied Computer Science 50186 6.0 6.0
DD2476 Search Engines and Information Retrieval Systems 60103 9.0 6.0 3.0
DD2471 Modern Database Systems and Their Applications 60102 7.5 7.5

Conditionally Elective Appl.code cr. Period
 1   2   3   4 
DD2432 Artificial Neural Networks and Other Learning Systems 60095 6.0 6.0
SF2950 Applied Mathematical Statistics 61020 7.5 7.5
DD1368 Database Technology
Given in Swedish 		60070 6.0 4.0 2.0
DD2352 Algorithms and Complexity 60086 7.5 4.5 3.0
DD2257 Visualization 60083 7.5 7.5
DD2427 Image Based Recognition and Classification 60094 6.0 6.0
DD2450 Algorithmic Bioinformatics 60099 6.0 6.0
SF2943 Time Series Analysis 61019 7.5 7.5
SF1841 Optimization 6.0

Track, Computational Biology (MAIC)

At least three of the conditionally elective courses within the specialization must be taken.

Mandatory Appl.code cr. Period
 1   2   3   4 
SK2530 Introduction to Biomedicine
track 2, could be taken year 2 		50721 6.0 6.0
DD2435 Mathematical Modelling of Biological Systems
track 2, could be taken year 2 		50134 9.0 6.0 3.0
DD2404 Applied Bioinformatics
Track 1 		50128 7.5 7.5
DD2398 Quantitative Systems Biology
Track 2, conditionally elective track 1 		60089 7.5 7.5
DD2450 Algorithmic Bioinformatics
Track 1, conditionally elective track 2 		60099 6.0 6.0
DD2399 Omic Data and Systems Biology
Track 1, conditionally elective track 2 		7.5

Conditionally Elective Appl.code cr. Period
 1   2   3   4 
DD2447 Statistical Methods in Applied Computer Science
Could be taken year 2 		50186 6.0 6.0
DD2432 Artificial Neural Networks and Other Learning Systems 60095 6.0 6.0
SF2950 Applied Mathematical Statistics 61020 7.5 7.5
DD2476 Search Engines and Information Retrieval Systems 60103 9.0 6.0 3.0
DD2401 Neuroscience 60091 7.5 7.5
DD2427 Image Based Recognition and Classification 60094 6.0 6.0
DD2400 Cellular and Molecular Biology 15.0
SF1841 Optimization 6.0
SF2943 Time Series Analysis 7.5