Study year 2

Master's Programme, Machine Learning, 120 credits (TMAIM), Programme syllabus for studies starting in autumn 2015

The following courses are part of study year two.

The course application codes and study periods are valid for the academic year 2016/2017. For other academic years, different application codes and study periods may apply.

General

One of the Master thesis must be taken.

Mandatory Appl.code Scope Study period
 1   2   3   4 
DD2301 Program Integrating Course in Machine Learning
One credit, year 2
3.0 hp 0.5 0.5
DA221X Degree Project in Computer Science and Communication, Second Cycle
For students admitted to a Master programme at CSC
30.0 hp 15.0 15.0
DA222X Degree Project in Computer Science and Communication, Second Cycle
For students enrolled in the engineering programme and admitted to a Master programme at CSC
30.0 hp 15.0 15.0
SF299X Degree Project in Mathematical Statistics, Second Cycle 30.0 hp 15.0 15.0
SF288X Degree Project in Optimization and Systems Theory, Second Cycle 30.0 hp 15.0
DA2205 Introduction to the Philosophy of Science and Research Methodology 7.5 hp

Conditionally elective Appl.code Scope Study period
 1   2   3   4 
EQ2340 Pattern Recognition 7.5 hp 7.5
DD1387 Program System Construction Using C++
Given in Swedish
6.0 hp 4.0 2.0
DD2425 Robotics and Autonomous Systems 9.0 hp 3.5 5.5
DD2395 Computer Security 6.0 hp 6.0
DD2447 Statistical Methods in Applied Computer Science 6.0 hp 6.0
EL2320 Applied Estimation 7.5 hp 7.5
DD2448 Foundations of Cryptography 7.5 hp 3.0 4.5
DD2423 Image Analysis and Computer Vision 7.5 hp
SF1811 Optimization 6.0 hp
Recommended Appl.code Scope Study period
 1   2   3   4 
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
DD2418 Language Engineering 6.0 hp 6.0
DD2404 Applied Bioinformatics 7.5 hp