Study year 2

The student choose one of the subtrack:

1) Vision and robotics

2) Conversational system

Compulsory courses, subtrack Vision and Robotics:

DD2423 Image Analysis and Computer Vision, 7.5 credits

DD2424 Deep Learning in Data Science, 7.5 credits

DD2425 Robotics and Autonomous Systems, 9.0 credits

Compulsory courses, subtrack Conversational system:

DT2140 Multimodal Interaction and Interfaces, 7.5 credits

DT2150 Project in Cognitive Systems, 9 credits

At least one of:

DT2118 Speech and Speaker Recognition 7,5 credits

DT2112 Speech technology 7,5 credits

Subject to changes.

One of the subtracks must be chosen.

1. Machine Learning

2. Natural languages processing

3. Bioinformatics

Compulsory courses, subtrack Machine Learning

DD2424 Deep Learning in Data Science, 7.5 credits

DD2434 Machine Learning, Advanced Course, 7.5 credits

Compulsory courses, subtrack Natural Language Processing

DD2476 Search Engines and Information Retrieval Systems, 9.0 credits

DD2418 Language Engineering, 6.0 credits

Compulsory courses, subtrack Bioinformatics

SF2940 Probability Theory 7.5 credits

DD2404 Applied Bioinformatics, 7.5 credits

At least 15 credits from the conditionally elective courses must be taken.

Subject to changes.

Conditionally elective courses (One of the three courses must be taken):

DD2437 Artificial Neural Networks and Deep Architectures7.5 credits

DD2257 Visualization, 7.5 credits

DD2365 Advanced computation in fluid mechanics, 7.5 credits

Subject to changes.

One of the following subtracks must be choosen:

1. Computer Security
2. Programming languages
3. Software Engineering

Subtrack Computer Security

Compulsory courses

DD2448 Foundations of Cryptography 7,5 hp

DD2497 Project course in system security, 7,5 hp

Conditionally elective courses (one of the courses must be chosen)

DD2460 Software Safety and Security, 7.5 credits

DD2496 Privacy-Enhancing Technologies, 7.5 credits

Subtrack Programming languages:

Compulsory courses:

DD2481 Principles of Programming Languages, 7.5 credits

DD2488 Compiler Construction, 9 credits

Conditionally elective courses (at least one must be chosen):

DD2457 Program Semantics and Analysis 6,0 hp

DD2372 Automata and Languages, 6,0 credits

Subtrack Software Engineering

Compulsory courses

DD2459 Software Reliability, 7.5 credits

DD2487 Large-scale Software Development, 7,5 hp

At least one of:

DD2460 Software Safety and Security, 7.5 credits

DD2481 Principles of Programming Languages, 7.5 credits

One of the following subtracks must be choosen:

1. Algorithms, Complexity and Cryptography
2. Formal Methods and Semantics

Subtrack Algorithms, Complexity and Cryptography

Compulsory course:

DD2448 Foundations of Cryptography, 7.5 credits

At least one of:

DD2445 Complexity Theory, 7.5 credits

DD2442 Seminars on Theoretical Computer Science, 7.5 credits

Subtrack Formal Methods and Semantics:

Compulsory course:

DD2452 Formal Methods, 7.5 credits

At least one of:

DD2372 Automata and Languages, 6 credits

DD2442 Seminars on Theoretical Computer Science, 7.5 credits

DD2443 Parallel and Distributed Computing, 7.5 credits

DD2445 Complexity Theory, 7.5 credits

DD2448 Foundations of Cryptography, 7.5 credits

DD2457 Program Semantics and Analysis, 6 credits

DD2459 Software Reliability 7.5 credits

DD2460 Software Safety and Security, 7.5 credits

At least one of the following courses in Mathematics must be taken:

SF2713 Foundations of Analysis 7,5 hp

SF2741 Enumerative Combinatorics 7,5 hp

SF2729 Groups and Rings 7,5 hp

SF2723 Topics in Mathematics III 7,5 hp

SF2724 Topics in Mathematics IV 7,5 hp

SF2730 Topics in Mathematics V 7,5 hp

SF2940 Probability Theory 7,5 hp

SF2972 Game theory 7,5 hp

Recommended elective courses:

Courses in more or less every field of mathematics, e.g., combinatorics, analysis, probability theory, optimization, logic, group theory, algebra, etc

At least 18 credits must be taken from the conditionally elective courses.