Year 1
Programme overview for year 2022/2023
The programme overview is adopted 2022-02-17 by Dean of Education.
AUTUMN TERM
Study period 1
Compulsory courses
Course code and nameModule, credits/periodBlockNoteExaminationRe-examination (okt 2022 - aug 2023)DAT405 Introduction to data science and AI Written and oral assignments 7.5 credits E TMA947 Nonlinear optimisation Laboratory 1.5 credits TMA947 Nonlinear optimisation Examination 6 credits S - Thu 27/10-2022 am J
- Wed 04/01-2023 am J
- Tue 15/08-2023 am J
Elective courses
Course code and nameModule, credits/periodBlockNoteExaminationRe-examination (okt 2022 - aug 2023)DAT246 Empirical software engineering Written and oral assignments 2.5 credits DAT246 Empirical software engineering Examination 5 credits S - Mon 24/10-2022 pm J
- Thu 05/01-2023 am L
- Tue 22/08-2023 pm J
DAT465 Causality and causal inference Written and oral assignments 7.5 credits E, 1) FFR105 Stochastic optimization algorithms Examination 7.5 credits E - Wed 26/10-2022 pm J
- Tue 03/01-2023 am J
- Thu 24/08-2023 am J
FFR135 Artificial neural networks Examination 7.5 credits E - Fri 28/10-2022 pm J
- Wed 04/01-2023 pm J
- Thu 17/08-2023 pm J
MVE187 Computational methods for Bayesian statistics Project 2 credits MVE187 Computational methods for Bayesian statistics Examination 5.5 credits S - Sat 29/10-2022 am J
- Thu 05/01-2023 pm J
- Thu 24/08-2023 am J
RRY025 Image processing Examination 7.5 credits E, 1), 2), 3) - Thu 27/10-2022 pm J
- Wed 04/01-2023 pm J
- Fri 18/08-2023 pm J
SSY340 Deep machine learning Project 3 credits SSY340 Deep machine learning Written and oral assignments 4.5 credits S TEK650 Strategic management of technological innovation Examination 7.5 credits S - Wed 26/10-2022 pm J DIG
- Wed 04/01-2023 pm L DIG
- Wed 16/08-2023 am J DIG
TIN093 Algorithms Examination 7.5 credits E, 4) - Wed 26/10-2022 am J
- Thu 24/08-2023 pm J
TMA265 Numerical linear algebra Examination 7.5 credits E - Tue 25/10-2022 pm J
- Thu 05/01-2023 pm J
- Contact examiner
TMA881 High performance computing Examination 7.5 credits E, 1) - Contact examiner
- Contact examiner
Study period 2
Compulsory courses
Course code and nameModule, credits/periodBlockNoteExaminationRe-examination (okt 2022 - aug 2023)MVE550 Stochastic processes and Bayesian inference Examination 6 credits - Wed 11/01-2023 am J
- Wed 05/04-2023 am J
- Mon 21/08-2023 am J
MVE550 Stochastic processes and Bayesian inference Written and oral assignments 1.5 credits S Elective courses
Course code and nameModule, credits/periodBlockNoteExaminationRe-examination (okt 2022 - aug 2023)DAT450 Machine learning for natural language processing Written and oral assignments 7.5 credits S, 1), 3) EEN020 Computer vision Project 3 credits EEN020 Computer vision Written and oral assignments 4.5 credits S MVE095 Options and mathematics Examination 7.5 credits E, 4) - Thu 12/01-2023 am J
- Tue 04/04-2023 am J
- Wed 23/08-2023 am J
MVE172 Basic stochastic processes and financial applications Laboratory 3 credits 1) MVE172 Basic stochastic processes and financial applications Examination 4.5 credits S, 1) - Sat 03/12-2022 am J
- Mon 03/04-2023 am J
- Tue 22/08-2023 pm J
MVE190 Linear statistical models Examination 7.5 credits E - Tue 10/01-2023 pm J
- Tue 04/04-2023 pm J
- Thu 17/08-2023 pm J
SSY130 Applied signal processing Examination 7.5 credits S - Wed 11/01-2023 pm J
- Mon 03/04-2023 pm J
- Tue 22/08-2023 pm J
SSY316 Advanced probabilistic machine learning Project 7.5 credits E, 1) TDA251 Algorithms, advanced course Project 7.5 credits E TDA357 Databases Examination 4.5 credits - Wed 11/01-2023 pm J
- Wed 05/04-2023 pm L
- Thu 24/08-2023 pm J
TDA357 Databases Laboratory 3 credits S TDA507 Computational methods in bioinformatics Written and oral assignments 7.5 credits E TDA596 Distributed systems Examination 6 credits - Tue 10/01-2023 am J
- Tue 04/04-2023 pm J
- Wed 16/08-2023 am J
TDA596 Distributed systems Laboratory 1.5 credits S TEK656 Creating technology-based ventures Examination 7.5 credits E - Thu 12/01-2023 am J DIG
- Mon 03/04-2023 am J DIG
- Mon 21/08-2023 pm J DIG
TMA522 Large scale optimization Examination (part A) 6 credits 1) - Fri 13/01-2023 pm J
- Mon 03/04-2023 pm J
- Tue 22/08-2023 pm J
TMA522 Large scale optimization Project (part B) 1.5 credits S, 1)
SPRING TERM
Study period 3
Compulsory courses
Course code and nameModule, credits/periodBlockNoteExaminationRe-examination (okt 2022 - aug 2023)DAT410 Design of AI systems Written and oral assignments 7.5 credits E Elective courses
Course code and nameModule, credits/periodBlockNoteExaminationRe-examination (okt 2022 - aug 2023)DAT341 Applied machine learning Take-home examination 4 credits 4), 5) DAT341 Applied machine learning Written and oral assignments 3.5 credits S, 4), 5) SSY098 Image analysis Project 3.5 credits 1), 2) SSY098 Image analysis Laboratory 4 credits S, 1), 2) TDA233 Algorithms for machine learning and inference Written and oral assignments 3 credits 4), 5) TDA233 Algorithms for machine learning and inference Examination 4.5 credits S, 4), 5) - Tue 14/03-2023 pm J
- Fri 09/06-2023 am J
- Wed 23/08-2023 am J
TDA357 Databases Examination 4.5 credits - Fri 17/03-2023 am J
- Thu 24/08-2023 pm J
TDA357 Databases Laboratory 3 credits S TIF150 Information theory for complex systems Examination 7.5 credits E - Mon 13/03-2023 am J
- Thu 08/06-2023 am J
- Thu 17/08-2023 am J
TIN093 Algorithms Examination 7.5 credits E, 4) - Wed 15/03-2023 am J
- Fri 09/06-2023 am J
- Thu 24/08-2023 pm J
Study period 4
Elective courses
Course code and nameModule, credits/periodBlockNoteExaminationRe-examination (okt 2022 - aug 2023)DAT341 Applied machine learning Take-home examination 4 credits 4), 5) DAT341 Applied machine learning Written and oral assignments 3.5 credits S, 4), 5) DAT440 Advanced topics in machine learning Written and oral assignments 3.5 credits 1) DAT440 Advanced topics in machine learning Examination 4 credits S, 1) - Tue 30/05-2023 pm J
- Mon 14/08-2023 pm J
DAT470 Computational techniques for large-scale data Written and oral assignments 4.5 credits 4) DAT470 Computational techniques for large-scale data Examination 3 credits S, 4) - Fri 02/06-2023 pm J
- Thu 17/08-2023 pm J
DAT475 Advanced databases Written and oral assignments 3 credits 4) DAT475 Advanced databases Examination 4.5 credits S, 4) - Wed 31/05-2023 pm J
- Thu 24/08-2023 am J
DAT530 Research-oriented course in data science and AI Project 7.5 credits E MVE166 Linear and integer optimization with applications Examination (part A) 6 credits - Thu 01/06-2023 am J
- Thu 24/08-2023 pm J
MVE166 Linear and integer optimization with applications Project (part B) 1.5 credits S MVE441 Statistical learning for big data Project 1.5 credits 4) MVE441 Statistical learning for big data Take-home examination 6 credits S, 4) SSY115 Health Informatics Project 7.5 credits E TMS016 Spatial statistics and image analysis Examination 7.5 credits S, 1) - Wed 31/05-2023 pm J
- Contact examiner
- Wed 23/08-2023 pm J
TMS088 Financial time series Examination 7.5 credits E, 1) - Fri 02/06-2023 pm J
- Tue 03/01-2023 am J
- Mon 21/08-2023 am J
- 1 Compulsory elective: Compulsory elective course. (DAT440, DAT450, DAT465, MVE172, RRY025, SSY098, SSY316, TMA522, TMA881, TMS016, TMS088) 2 of stated courses are required for the degree
- 2 Overlap: Only one of the marked courses can be included in the degree (RRY025, SSY098)
- 3 Recommendation: The course is normally followed during the second year of the Masters programme (DAT450, RRY025)
- 4 Compulsory elective: Compulsory elective course. (DAT341, DAT470, DAT475, MVE095, MVE441, TDA233, TIN093) 2 of stated courses are required for the degree
- 5 Overlap: Only one of the marked courses can be included in the degree (DAT341, TDA233)
- DIG: Digital examination is an examination written in the Inspera system. The student will bring their own computer and access the exam via Safe exam browser.
- E: The only module in the course. Module grade and grade for the course are reported at the same time.
- S: Final grade. All module grades are reported before the final grade for the course can be reported.