Students from CTFYS or CINTE who miss the equivalent courses in previous degree are also required to take:

- DD2350 Algorithms, Data Structures and Complexity 9,5 credits or DD2352 Algorithms and Complexity 7.5 cr.
- SF1662 Discrete Mathematics 7,5 cr, SF1610 Discrete Mathematics, 7,5 cr. or SF1679 Discrete Mathematics 7.5 cr.

The course ID2200 Operating system 6 hp is compulsory for students from the engineering programme in Computer Science, who started 2011 or earlier.

The course Sustainability and Media Technology 7.5 credits is compulsory for studenter from the engineering programme in Media Technology.

The course IK2218 Protocols and Principles of the Internet. should be replaced by an elective course, of at least 6 cr. for students from CINTE.

The student choose one of the subtrack:

1) Vision and robotics

2) Conversational system

Mandatory courses, subtrack Vision and Robotics:

DD2423 Image Analysis and Computer Vision, 7.5 credits

DD2424 Deep Learning in Data Science, 7.5 credits

DD2410 Introductory course in Robotics, 7,5 credits

Mandatory course, subtrack Conversational system:

DT2150 Project course in Cognitive Systems, 7,5 credits

Conditionally elective course, subtrack Conversational system (one of the courses must be chosen):

DT2119 Speech and Speaker Recognition 7,5 credits

DT2112 Speech technology 7,5 credits

Conditionally elective course, subtrack Conversational system (one of the courses must be chosen):

DD2424 Deep Learning in Data Science 7.5 credits

DD2437 Artificial Neural Networks and Deep Architectures 7.5 credits

DT2140 Multimodal Interaction and Interfaces 7.5 credits

DD2418 Language Engineering 6.0 credits

Subject to changes.

One of the subtracks must be chosen.

1. Machine Learning

2. Natural languages processing

3. Bioinformatics

Mandatory courses, subtrack Machine Learning

DD2424 Deep Learning in Data Science, 7.5 credits

Conditionally elective courses, subtrack Machine Learning (one of the courses must be chosen):

DD2434 Machine Learning, Advanced Course, 7.5 credits

DD2437 Artificial Neural Networks and Deep Architectures 7.5 credits

DD2420 Probabilistic graphical methods, 7,5 credits

Mandatory courses, subtrack Natural Language Processing

DD2476 Search Engines and Information Retrieval Systems, 9.0 credits

DD2418 Language Engineering, 6.0 credits

Mandatory courses, subtrack Bioinformatics

SF2940 Probability Theory 7.5 credits

DD2404 Applied Bioinformatics, 7.5 credits

Subject to changes

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

Subject to changes.

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

DD2437 Artificial Neural Networks and Deep Architectures 7.5 credits

DD257 Visualization, 7.5 credits

DD2365 Advanced computation in fluid mechanics, 7.5 credits

Subject to changes.

Students studying the Software Technology track choose a subtrack consisting of mandatory and conditionally elective courses studied in year one and two

One of the following subtracks must be choosen:

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

Subtrack Computer Security

Mandatory courses

DD2448 Foundations of Cryptography 7,5 hp

DD2497 Project course in system security, 7,5 hp (in year 2)

Conditionally elective courses (one of the courses must be taken):

DD2460 Software Safety and Security, 7.5 credits

DD2496 Privacy-Enhancing Technologies, 7.5 credits

Subtrack Programming languages:

Mandatory courses:

DD2481 Principles of Programming Languages, 7.5 credits

DD2488 Compiler Construction, 9,0 credits

Condtionally elective courses (one of the courses must be chosen):

DD2457 Program Semantics and Analysis 6,0 hp

DD2372 Automata and Languages, 6,0 credits

Subtrack Software Engineering

Mandatory courses

DD2487 Large-scale Software Development, 7,5 hp

Conditionally elective course (at least two courses must be taken):

DD2443 Parallel and Distributed Computing 7.5 credits

DD2459 Software Reliability, 7.5 credits

DD2460 Software Safety and Security, 7.5 credits

DD2481 Principles of Programming Languages, 7.5 credits

Subject to changes

Students studying the Theoretical Computer Science track choose a subtrack consisting of mandatory and conditionally elective courses studied in year one and two.

One of the following subtracks must be choosen:

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

Subtrack Algorithms, Complexity and Cryptography

Mandatory course, subtrack Algorithms, Complexity and Cryptography:

DD2448 Foundations of Cryptography, 7.5 credits

Conditionally elective courses, subtrack Algorithms, Complexity and Cryptography (at least one of the courses must be chosen):

DD2445 Complexity Theory, 7.5 credits

DD2442 Seminars on Theoretical Computer Science, 7.5 credits

Subtrack Formal Methods and Semantics:

Mandatory course, subtrack Formal Methods and Semantics:

DD2452 Formal Methods, 7.5 credits

Conditionally elective courses, subtrack Formal Methods and Semantics (at least one of the courses must be chosen):

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:

SF2700 Analysis, Basic Course 9.0 credits

SF2741 Enumerative Combinatorics 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 three courses must be taken from the conditionally elective courses.