The following courses are part of study year one.
The course application codes and study periods are valid for the academic year 2019/2020. For other academic years, different application codes and study periods may apply
General Courses
Students from CTFYS or CINTE, KTH, 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 CDATE, who started 2011 or earlier.
The course DM2573 Sustainability and Media Technology 7.5 credits is compulsory for studenter from CMETE.
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.
Mandatory courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DD2380 Artificial Intelligence | 6.0 credits | 6.0 | ||||
| IK2218 Protocols and Principles of the Internet | 6.0 credits | 6.0 | ||||
| DA2210 Introduction to the Philosophy of Science and Research Methodology for Computer Scientists | 6.0 credits | 1.5 | 4.5 | |||
| DD2440 Advanced Algorithms | 6.0 credits | 1.5 | 4.5 | |||
| DD2300 Program Integrating Course in Computer ScienceOne credit each academic year | 2.0 credits | 0.2 | 0.3 | 0.2 | 0.3 | |
| DD2395 Computer Security | 6.0 credits | 6.0 |
Specialisations
Track, Cognitive Systems (CSCS)
Courses (CSCS)
Prerequisits: SF1626 Mulitvariate Calculus, 7,5 credits (or equivalent).
The student should choose one of the subtrack with following mandatory courses:
- Vision and Robotics:
DD2410, DD2423, DD2424. - Conversational system:
Conditionally elective courses: DT2112 och DT2119 (one must be chosen), and
choose at least 7,5 credits from: DD2424, DD2437, DT2140, DD2418,
in addition, read: DT2150 (to be replaced Autumn20 by DT2151).
Subject to changes.
Mandatory courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DD2421 Machine Learning | 7.5 credits | 7.5 |
Conditionally elective courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DT2112 Speech TechnologyConditionally elective for the subtrack Conversational systems | 7.5 credits | 7.5 | ||||
| DD2418 Language EngineeringConditionally elective for the subtrack Conversational systems | 6.0 credits | 6.0 | ||||
| DD2424 Deep Learning in Data ScienceCompulsory for the subtrack Vision and robotics, Conditionally elective for the subtrack Conversational systems | 7.5 credits | 7.5 | ||||
| DT2119 Speech and Speaker RecognitionConditionally elective for the subtrack Conversational systems | 7.5 credits | 7.5 |
Recommended courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DD2429 Computational Photography | 6.0 credits | 6.0 | ||||
| SF2940 Probability Theory | 7.5 credits | 7.5 | ||||
| DD2434 Machine Learning, Advanced Course | 7.5 credits | 7.5 | ||||
| DD2447 Statistical Methods in Applied Computer Science | 6.0 credits | 6.0 | ||||
| DT1130 Spectral Transforms | 7.5 credits | 7.5 | ||||
| DT2410 Audio Technology | 7.5 credits | 7.5 | ||||
| EL2320 Applied Estimation | 7.5 credits | 7.5 | ||||
| DD2438 Artificial Intelligence and Multi Agent Systems | 15.0 credits | 7.0 | 8.0 | |||
| DD2476 Search Engines and Information Retrieval Systems | 9.0 credits | 6.0 | 3.0 |
Track, Data Science (CSDA)
Courses (CSDA)
Prerequisits: SF1626 Multivariate Calculus, 7,5 credits (or equivalent).
One of the subtracks must be chosen:
1. Machine Learning:
- Mandatory course: DD2424.
- Conditionally elective courses (one of the courses must be chosen): DD2434, DD2437, DD2420.
2. Natural Language Processing:
Mandatory courses: DD2476 and DD2418.
3. Bioinformatics:
Mandatory course: SF2940.
Subject to changes.
Mandatory courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DD2421 Machine Learning | 7.5 credits | 7.5 |
Conditionally elective courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DD2420 Probabilistic Graphical ModelsConditionally elective for the subtrack Machine learning | 7.5 credits | 7.5 | ||||
| DD2476 Search Engines and Information Retrieval SystemsCompulsory for the subtrack Natural Language Processing | 9.0 credits | 6.0 | 3.0 | |||
| DD2418 Language EngineeringCompulsory for the subtrack Natural Language Processing | 6.0 credits | 6.0 | ||||
| DD2424 Deep Learning in Data ScienceCompulsory for the subtrack Machine Learning | 7.5 credits | 7.5 |
Recommended courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DH2320 Introduction to Visualization and Computer Graphics | 6.0 credits | 6.0 | ||||
| DH2321 Information Visualization | 6.0 credits | 6.0 | ||||
| DT2112 Speech Technology | 7.5 credits | 7.5 | ||||
| DD2438 Artificial Intelligence and Multi Agent Systems | 15.0 credits | 7.0 | 8.0 | |||
| DT2119 Speech and Speaker Recognition | 7.5 credits | 7.5 |
Track, Interaction Design (CSID)
Courses (CSID)
In total, at least 15 credits from the conditionally elective courses must be taken during study year 1-2.
Subject to changes.
Mandatory courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DH2628 Interaction Design Methods | 7.5 credits | 7.5 | ||||
| DH2629 Interaction Design as a Reflective Practice | 7.5 credits | 7.5 |
Conditionally elective courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DH2321 Information Visualization | 6.0 credits | 6.0 | ||||
| DH2400 Physical Interaction Design and Realization | 7.5 credits | 7.5 | ||||
| DH2632 Human-Computer Interaction, Research Seminars | 3.0 credits | 1.5 | 1.5 | |||
| DH2642 Interaction Programming and the Dynamic Web | 7.5 credits | 4.5 | 3.0 |
Recommended courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DM2518 Mobile Development with Web Technologies | 7.5 credits | 7.5 |
Track, Scientific Computing (CSSC)
Courses (CSSC)
Prerequisits: SF1626 Multivariate Calculus, 7,5 credits.
Conditionally elective courses (one must be taken): DD2437, DD2257, DD2365.
Subject to changes.
Mandatory courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DD2363 Methods in Scientific Computing | 7.5 credits | 7.5 | ||||
| DD2356 Methods in High Performance Computing | 7.5 credits | 7.5 |
Conditionally elective courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DD2365 Advanced Computation in Fluid Mechanics | 7.5 credits | 7.5 |
Recommended courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DD2443 Parallel and Distributed Computing | 7.5 credits | 7.5 | ||||
| EL2820 Modelling of Dynamical Systems | 7.5 credits | 7.5 | ||||
| DD2421 Machine Learning | 7.5 credits | 7.5 | ||||
| DH2320 Introduction to Visualization and Computer Graphics | 6.0 credits | 6.0 | ||||
| DT2212 Music Acoustics | 7.5 credits | 7.5 | ||||
| HL2008 Simulation Methods in Medical Engineering | 7.5 credits | 7.5 | ||||
| DD2401 Neuroscience | 7.5 credits | 7.5 |
Track, Security and Privacy (CSSP)
Courses (CSSP)
Mandatory course:
DD2520 Applied Crypotography, 7,5 hp.
Conditionally elective courses:
- at least two must be taken of following: DD2448, DD2525, DD2496, DD2443, and also
- at least one must be taken of following: DD2497, EP2510.
Recommended elective courses:
DD2460, EN2720, ID2218, EP2520, EP2790.
Mandatory courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DD2520 Applied Cryptography | 7.5 credits | 7.5 |
Conditionally elective courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DD2448 Foundations of Cryptography | 7.5 credits | 7.5 | ||||
| DD2525 Language-Based Security | 7.5 credits | 7.5 |
Recommended courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| EN2720 Ethical Hacking | 7.5 credits | 7.5 | ||||
| EP2790 Security Analysis of Large-Scale Computer Systems | 7.5 credits | 7.5 | ||||
| EP2520 Building Networked Systems Security | 7.5 credits | 7.5 | ||||
| DD2460 Software Safety and Security | 7.5 credits | 7.5 | ||||
| ID2218 Design of Fault-tolerant Systems | 7.5 credits | 7.5 |
Track, Software Technology (CSST)
Courses (CSST)
One of the two subtracks must be taken:
1. Programming Languages
- Mandatory courses: DD2481 and DD2488.
- Condtionally elective courses (one of the courses must be taken): DD2372, DD2457.
2. Software Engineering
- Conditionally elective courses (at least two must be taken): DD2443, DD2459, DD2460, DD2481, DD2482, DD2528.
- Conditionally elective courses (at least one must be taken): DD2487, DD2497.
Mandatory courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DD2480 Software Engineering Fundamentals | 7.5 credits | 7.5 |
Conditionally elective courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DD2459 Software ReliabilityConditionally elective for the subtrack Software Engineering | 7.5 credits | 7.5 | ||||
| DD2372 Automata and LanguagesConditionally elective for the subtrack Programming Languages | 6.0 credits | 6.0 | ||||
| DD2460 Software Safety and SecurityConditionally elective for the subtrack Software Engineering | 7.5 credits | 7.5 | ||||
| DD2481 Principles of Programming LanguagesMandatory for the subtrack Programming Languages, conditionally elective for the subtrack Software Engineering | 7.5 credits | 7.5 | ||||
| DD2482 Automated Software Testing and DevOpsConditionally elective for the subtrack Software Engineering | 7.5 credits | 7.5 |
Recommended courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DD2458 Problem Solving and Programming under Pressure | 9.0 credits | 4.5 | 4.5 | |||
| DD2421 Machine Learning | 7.5 credits | 7.5 | ||||
| ID1217 Concurrent Programming | 7.5 credits | 7.5 | ||||
| DD2476 Search Engines and Information Retrieval Systems | 9.0 credits | 6.0 | 3.0 |
Track, Theoretical Computer Science (CSTC)
Courses (CSTC)
Mandatory courses for all:
- DD2467 Individual Project in Theoretical Computer Science, 7,5 credits,
- SF2xxx, any course in Mathematics, second cycle, 7,5 credits.
One of the subtracks must be taken:
1. Algorithms, Complexity and Cryptography:
- Mandatory course: DD2448.
- Conditionally elective courses (at least one of the courses must be taken): DD2445, DD2442.
2. Formal Methods and Semantics:
- Mandatory course: DD2452.
- Conditionally elective courses (at least 7,5 credits must be taken): DD2459, DD2448, DD2457, DD2460, DD2372, DD2443, DD2442, DD2445 (ges vartannat år)..
Conditionally elective courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DD2459 Software ReliabilityConditionally elective for the subtrack Formal Methods and Semantics | 7.5 credits | 7.5 | ||||
| DD2372 Automata and LanguagesConditionally elective for the subtrack Formal Methods and Semantics | 6.0 credits | 6.0 | ||||
| DD2448 Foundations of CryptographyCompulsory for the subtrack Algorithms, Complexity and Cryptography; Conditionally elective for the subtrack Formal Methods and Semantics | 7.5 credits | 7.5 | ||||
| DD2460 Software Safety and SecurityConditionally elective for the subtrack Formal Methods and Semantics | 7.5 credits | 7.5 |
Recommended courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DD2458 Problem Solving and Programming under Pressure | 9.0 credits | 4.5 | 4.5 | |||
| DD2447 Statistical Methods in Applied Computer Science | 6.0 credits | 6.0 | ||||
| ID1217 Concurrent Programming | 7.5 credits | 7.5 |
Track, Visualization and Interactive Graphics (CSVG)
Courses (CSVG)
At least 18 credits must be taken from the conditionally elective courses.
Mandatory courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DH2320 Introduction to Visualization and Computer Graphics | 6.0 credits | 6.0 |
Conditionally elective courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DD2257 Visualization | 7.5 credits | 7.5 | ||||
| DH2413 Advanced Graphics and Interaction | 9.0 credits | 3.0 | 6.0 | |||
| DH2650 Computer Game Design | 6.0 credits | 6.0 | ||||
| DH2321 Information Visualization | 6.0 credits | 6.0 | ||||
| DH2323 Computer Graphics and Interaction | 6.0 credits | 6.0 |
Recommended courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DD2429 Computational Photography | 6.0 credits | 6.0 | ||||
| DM2350 Human Perception for Information Technology | 7.5 credits | 7.5 | ||||
| DD2423 Image Analysis and Computer Vision | 7.5 credits | 7.5 | ||||
| DD2356 Methods in High Performance Computing | 7.5 credits | 7.5 | ||||
| DD2424 Deep Learning in Data Science | 7.5 credits | 7.5 |