The following courses are part of study year two.
The course application codes and study periods are valid for the academic year 2021/2022. For other academic years, different application codes and study periods may apply
General Courses
General Courses
Mandatory courses
| Course code | Course name | Scope | Educational level |
|---|---|---|---|
| DA231X | Degree Project in Computer Science and Engineering, Second Cycle | 30 hp | Second cycle |
| DD2300 | Program Integrating Course in Computer Science One credit each academic year |
2 hp | Second cycle |
Specialisations: Track, Cognitive Systems (CSCS)
Mandatory courses
| Course code | Course name | Scope | Educational level |
|---|---|---|---|
| DA231X | Degree Project in Computer Science and Engineering, Second Cycle | 30 hp | Second cycle |
| DD2300 | Program Integrating Course in Computer Science | 2 hp | Second cycle |
Conditionally elective courses
| Course code | Course name | Scope | Educational level |
|---|---|---|---|
| DD2410 | Introduction to Robotics Compulsory for the subtrack Vision and robotics |
7.5 hp | Second cycle |
| DD2423 | Image Analysis and Computer Vision Compulsory for the subtrack Vision and robotics |
7.5 hp | Second cycle |
| DD2437 | Artificial Neural Networks and Deep Architectures Conditionally elective for the subtrack Conversational systems |
7.5 hp | Second cycle |
| DT2140 | Multimodal Interaction and Interfaces Conditionally elective for the subtrack Conversational systems |
7.5 hp | Second cycle |
| DT2151 | Project in Conversational Systems Compulsory for the subtrack Conversational systems |
7.5 hp | Second cycle |
Recommended courses
| Course code | Course name | Scope | Educational level |
|---|---|---|---|
| DD2417 | Language Engineering | 7.5 hp | Second cycle |
| DD2434 | Machine Learning, Advanced Course | 7.5 hp | Second cycle |
| DD2438 | Artificial Intelligence and Multi Agent Systems | 15 hp | Second cycle |
| DD2447 | Statistical Methods in Applied Computer Science | 6 hp | Second cycle |
| DD2477 | Search Engines and Information Retrieval Systems | 7.5 hp | Second cycle |
| EL2320 | Applied Estimation | 7.5 hp | Second cycle |
| SF1861 | Optimization | 6 hp | First cycle |
| SF2940 | Probability Theory | 7.5 hp | Second cycle |
Supplementary information
Prerequisits: SF1626 Calculus in Several Variables, 7,5 credits (or equivalent).
Information regarding conditionally elective courses
One of the subtracks must be chosen:
1. Vision and Robotics:
Mandatory courses:
DD2410 Introduction to Robotics,
DD2423 Image Analysis and Computer Vision, and
DD2424 Deep Learning in Data Science.
2. Conversational System:
- Mandatory course:
DT2151 Project in Conversational Systems.
- At least one must be taken:
DT2112 Speech Technology, or
DT2119 Speech and Speaker Recognition, and
- At least 7,5 credits must be taken from:
DD2424 Deep Learning in Data Science,
DD2437 Artificial Neural Networks and Deep Architectures,
DT2140 Multimodal Interaction and Interfaces,
DD2417 Language Engineering.
Some courses are only given every two years.
Specialisations: Track, Data Science (CSDA)
Mandatory courses
| Course code | Course name | Scope | Educational level |
|---|---|---|---|
| DA231X | Degree Project in Computer Science and Engineering, Second Cycle | 30 hp | Second cycle |
| DD2300 | Program Integrating Course in Computer Science | 2 hp | Second cycle |
| DD2430 | Project Course in Data Science | 7.5 hp | Second cycle |
Conditionally elective courses
| Course code | Course name | Scope | Educational level |
|---|---|---|---|
| DD2434 | Machine Learning, Advanced Course Conditionally elective for the subtrack Machine learning |
7.5 hp | Second cycle |
| DD2437 | Artificial Neural Networks and Deep Architectures Conditionally elective for the subtrack Machine learning |
7.5 hp | Second cycle |
Recommended courses
| Course code | Course name | Scope | Educational level |
|---|---|---|---|
| DD2257 | Visualization | 7.5 hp | Second cycle |
| DD2423 | Image Analysis and Computer Vision | 7.5 hp | Second cycle |
| DD2447 | Statistical Methods in Applied Computer Science | 6 hp | Second cycle |
| EL2320 | Applied Estimation | 7.5 hp | Second cycle |
| SF1811 | Optimization | 6 hp | First cycle |
Supplementary information
Prerequisits: SF1626 Calculus in Several Variable, 7,5 credits (or equivalent).
Information regarding conditionally elective courses
One of the subtracks must be chosen:
1. Machine Learning:
- Mandatory course:
DD2424 Deep Learning in Data Science.
- One of the courses must be taken:
DD2434 Machine Learning Advanced Course,
DD2437 Artificial Neural Networks and Deep Architectures, or
DD2420 Probabilistic Graphical Models.
2. Natural Language Processing:
Mandatory courses:
DD2476 Search Engines and Information Retrieval Systems, and
DD2418 Language Engineering.
Some courses are only given every two years.
Specialisations: Track, Interaction Design (CSID)
Mandatory courses
| Course code | Course name | Scope | Educational level |
|---|---|---|---|
| DA231X | Degree Project in Computer Science and Engineering, Second Cycle | 30 hp | Second cycle |
| DD2300 | Program Integrating Course in Computer Science | 2 hp | Second cycle |
Conditionally elective courses
| Course code | Course name | Scope | Educational level |
|---|---|---|---|
| DH2408 | Evaluation Methods in Human-Computer Interaction | 6 hp | Second cycle |
| DH2413 | Advanced Graphics and Interaction | 9 hp | Second cycle |
| DM2630 | User Experience Design and Evaluation | 9 hp | Second cycle |
| DT2140 | Multimodal Interaction and Interfaces | 7.5 hp | Second cycle |
Information regarding conditionally elective courses
At least 15 credits must be taken: DH2321 Information Visualization, DH2400 Physical Interaction Design and Realization,
DH2632 Human-Computer Interaction Research Seminars, DH2642 Interaction Programming and the Dynamic Web.
Some courses are only given every two years.
Specialisations: Track, Scientific Computing (CSSC)
Mandatory courses
| Course code | Course name | Scope | Educational level |
|---|---|---|---|
| DA231X | Degree Project in Computer Science and Engineering, Second Cycle | 30 hp | Second cycle |
| DD2300 | Program Integrating Course in Computer Science | 2 hp | Second cycle |
| DD2444 | Project Course in Scientific Computing | 7.5 hp | Second cycle |
Conditionally elective courses
| Course code | Course name | Scope | Educational level |
|---|---|---|---|
| DD2257 | Visualization | 7.5 hp | Second cycle |
| DD2360 | Applied GPU Programming | 7.5 hp | Second cycle |
| DD2370 | Computational Methods for Electromagnetics | 7.5 hp | Second cycle |
| DD2437 | Artificial Neural Networks and Deep Architectures | 7.5 hp | Second cycle |
Recommended courses
| Course code | Course name | Scope | Educational level |
|---|---|---|---|
| BB2280 | Molecular Modeling | 7.5 hp | Second cycle |
| DD2402 | Advanced Individual Course in Computational Biology | 6 hp | Second cycle |
| DD2421 | Machine Learning | 7.5 hp | Second cycle |
| DD2435 | Mathematical Modelling of Biological Systems | 9 hp | Second cycle |
| EL2820 | Modelling of Dynamical Systems | 7.5 hp | Second cycle |
| SF2561 | The Finite Element Method | 7.5 hp | Second cycle |
| SF2565 | Program Construction in C++ for Scientific Computing | 7.5 hp | Second cycle |
Supplementary information
Prerequisits: SF1626 Calculus in Several Variable, 7,5 credits.
Information regarding conditionally elective courses
At least one must be taken:
DD2437 Artificial Neural Networks and Deep Architectures,
DD2257 Visualization,
DD2365 Advanced Computation in Fluid Mechanics.
Some courses are only given every two years.
Specialisations: Track, Security and Privacy (CSSP)
Mandatory courses
| Course code | Course name | Scope | Educational level |
|---|---|---|---|
| DA231X | Degree Project in Computer Science and Engineering, Second Cycle | 30 hp | Second cycle |
| DD2300 | Program Integrating Course in Computer Science | 2 hp | Second cycle |
| DD2520 | Applied Cryptography | 7.5 hp | Second cycle |
Conditionally elective courses
| Course code | Course name | Scope | Educational level |
|---|---|---|---|
| DD2443 | Parallel and Distributed Computing | 7.5 hp | Second cycle |
| DD2496 | Privacy Enhancing Technologies | 7.5 hp | Second cycle |
| DD2497 | Project course in System Security | 7.5 hp | Second cycle |
| DD2525 | Language-Based Security | 7.5 hp | Second cycle |
| EP2510 | Advanced Networked Systems Security | 7.5 hp | Second cycle |
Recommended courses
| Course code | Course name | Scope | Educational level |
|---|---|---|---|
| DD2528 | Dependable Autonomous Systems | 7.5 hp | Second cycle |
| EN2720 | Ethical Hacking | 7.5 hp | Second cycle |
| EP2790 | Security Analysis of Large-Scale Computer Systems | 7.5 hp | Second cycle |
Information regarding conditionally elective courses
At least two must be taken:
DD2448 Foundations of Cryptography, DD2525 Language-Based Security, DD2496 Privacy Enhancing Technologies,
DD2443 Parallel and Distributed Computing,
and at least one must be taken:
DD2497 Project course in System Security, EP2510 Advanced Networked Systems Security.
Some courses are only given every two years.
Specialisations: Track, Software Technology (CSST)
Mandatory courses
| Course code | Course name | Scope | Educational level |
|---|---|---|---|
| DA231X | Degree Project in Computer Science and Engineering, Second Cycle | 30 hp | Second cycle |
| DD2300 | Program Integrating Course in Computer Science | 2 hp | Second cycle |
Conditionally elective courses
| Course code | Course name | Scope | Educational level |
|---|---|---|---|
| DD2372 | Automata and Languages Conditionally elective for the subtrack Programming Languages |
6 hp | Second cycle |
| DD2443 | Parallel and Distributed Computing Conditionally elective for the subtrack Software Engineering |
7.5 hp | Second cycle |
| DD2487 | Large-Scale Software Development Compulsory for the subtrack Software Engineering |
7.5 hp | Second cycle |
| DD2488 | Compiler Construction Compulsory for the subtrack Programming languages |
9 hp | Second cycle |
| DD2528 | Dependable Autonomous Systems Conditionally elective for the subtrack Software Engineering |
7.5 hp | Second cycle |
Recommended courses
| Course code | Course name | Scope | Educational level |
|---|---|---|---|
| DD2421 | Machine Learning | 7.5 hp | Second cycle |
| DD2477 | Search Engines and Information Retrieval Systems | 7.5 hp | Second cycle |
| ID1217 | Concurrent Programming | 7.5 hp | First cycle |
Information regarding conditionally elective courses
One of the subtracks must be chosen:
1. Programming Languages
- Mandatory courses:
DD2481 Principles of Programming Languages, and
DD2488 Compiler Construction.
- One must be taken:
DD2372 Automata and Languages, or
DD2457 Program Semantics and Analysis.
2. Software Engineering
- Mandatory course:
DD2487 Large-Scale Software Development.
- At least two must be taken:
DD2443 Parallel and Distributed Computing,
DD2459 Software Reliability,
DD2460 Software Safety and Security,
DD2481 Principles of Programming Languages,
DD2482 Automated Software Testing and DevOps,
DD2528 Dependable Autonomous Systems.
Some courses are only given every two years.
Specialisations: Track, Theoretical Computer Science (CSTC)
Mandatory courses
| Course code | Course name | Scope | Educational level |
|---|---|---|---|
| DA231X | Degree Project in Computer Science and Engineering, Second Cycle | 30 hp | Second cycle |
| DD2300 | Program Integrating Course in Computer Science | 2 hp | Second cycle |
| DD2467 | Individual Project in Theoretical Computer Science | 7.5 hp | Second cycle |
Conditionally elective courses
| Course code | Course name | Scope | Educational level |
|---|---|---|---|
| DD2372 | Automata and Languages Conditionally elective for the subtrack Formal Methods and Semantics |
6 hp | Second cycle |
| DD2443 | Parallel and Distributed Computing Conditionally elective for the subtrack Formal Methods and Semantics |
7.5 hp | Second cycle |
| DD2445 | Complexity Theory Conditionally elective for the subtrack Formal Methods and Semantics |
7.5 hp | Second cycle |
| DD2552 | Seminars on Theoretical Computer Science, Programming Languages and Formal Methods Compulsory for the subtrack Formal Methods and Semantics |
7.5 hp | Second cycle |
Recommended courses
| Course code | Course name | Scope | Educational level |
|---|---|---|---|
| DD2447 | Statistical Methods in Applied Computer Science | 6 hp | Second cycle |
| ID1217 | Concurrent Programming | 7.5 hp | First cycle |
Supplementary information
Mandatory courses for all:
- DD2467 Individual Project in Theoretical Computer Science, 7,5 credits,
- SF2xxx, any course in Mathematics, second cycle, 7,5 credits.
Information regarding conditionally elective courses
One of the subtracks must be chosen:
1. Algorithms, Complexity and Cryptography:
- Mandatory course:
DD2448 Foundations of Cryptography.
- At least one of the courses must be taken:
DD2445 Complexity Theory
or DD2442 Seminars on Theoretical Computer Science.
2. Formal Methods and Semantics:
- Mandatory course:
DD2452 Formal Methods (replaced by DD2552 every second year).
- At least 7,5 credits must be taken:
DD2459 Software Reliability
DD2448 Foundations of Cryptography
DD2457 Program Semantics and Analysis
DD2460 Software Safety and Security
DD2372 Automata and Languages
DD2443 Parallel and Distributed Computing
DD2442 Seminars on Theoretical Computer Science
DD2445 Complexity Theory.
Some courses are only given every two years.
Specialisations: Track, Visualization and Interactive Graphics (CSVG)
Mandatory courses
| Course code | Course name | Scope | Educational level |
|---|---|---|---|
| DA231X | Degree Project in Computer Science and Engineering, Second Cycle | 30 hp | Second cycle |
| DD2300 | Program Integrating Course in Computer Science | 2 hp | Second cycle |
| DD2470 | Advanced Topics in Visualization and Computer Graphics | 6 hp | Second cycle |
Conditionally elective courses
| Course code | Course name | Scope | Educational level |
|---|---|---|---|
| DD2257 | Visualization | 7.5 hp | Second cycle |
| DH2321 | Information Visualization | 6 hp | Second cycle |
| DH2323 | Computer Graphics and Interaction | 6 hp | Second cycle |
| DH2413 | Advanced Graphics and Interaction | 9 hp | Second cycle |
| DH2650 | Computer Game Design | 6 hp | Second cycle |
Recommended courses
| Course code | Course name | Scope | Educational level |
|---|---|---|---|
| DD2356 | Methods in High Performance Computing | 7.5 hp | Second cycle |
| DD2423 | Image Analysis and Computer Vision | 7.5 hp | Second cycle |
| DD2424 | Deep Learning in Data Science | 7.5 hp | Second cycle |
| DM2350 | Human Perception for Information Technology | 7.5 hp | Second cycle |
Information regarding conditionally elective courses
At least 18 credits must be taken:
DD2257 Visualization, DH2321 Information Visualization, DH2323 Computer Graphics and Interaction, DH2413 Advanced Graphics and Interaction,
DH2650 Computer Game Design.
Some courses are only given every two years.