Search programme

​Use the search function to search amongst programmes at Chalmers. The study programme and the study programme syllabus relating to your studies are generally from the academic year you began your studies.

​
Block schedule »   Study programme syllabus »  | Year:  1  2 
Study programme for  
MPDSC - DATA SCIENCE AND AI, MSC PROGR Academic year: 2021/2022
DATA SCIENCE OCH AI, MASTERPROGRAM
The Study programme is adopted 2019-02-21 by Dean of Education
First Year
Explanations
Dept Course code Module
code		 Note Block Course name, Module type Extent/
period		 Regular
exam		 Re-sit examination
Oct -21 up to Aug -22
AUTUMN TERM
Study period 1
Compulsory courses
37 DAT405 0119 E Introduction to data science and AI, Written and oral assignments 7,5
11 TMA947 0103  Nonlinear optimisation, Laboratory 1,5
11 TMA947 0203 S Nonlinear optimisation, Examination 6,0 28/10-2021 am J 04/01-2022 am J Change 16/08-2022 am J Change
Elective courses
37 DAT246 0114  A Empirical software engineering, Written and oral assignments 2,5
37 DAT246 0214 S A Empirical software engineering, Examination 5,0 25/10-2021 pm J 05/01-2022 am L Change 23/08-2022 pm J
37 DAT465 0121 E 1)  A Causality and causal inference, Written and oral assignments 7,5
30 FFR105 0199 E D Stochastic optimization algorithms, Examination 7,5 27/10-2021 pm J 03/01-2022 am J 25/08-2022 am J
16 FFR135 0100 E B+ Artificial neural networks, Examination 7,5 25/10-2021 am L 04/01-2022 pm J 18/08-2022 pm J
11 MVE187 0117  Computational methods for Bayesian statistics, Project 2,0
11 MVE187 0217 S Computational methods for Bayesian statistics, Examination 5,5 30/10-2021 am J 05/01-2022 pm J Change 25/08-2022 am J Change
70 RRY025 0107 E 1) 2) 3)  C+ Image processing, Examination 7,5 28/10-2021 pm J 04/01-2022 pm J 19/08-2022 pm J
32 SSY340 0117  A Deep machine learning, Project 3,0
32 SSY340 0217 S A Deep machine learning, Written and oral assignments 4,5
45 TEK650 0120 S D Strategic management of technological innovation , Examination 7,5 27/10-2021 pm J DIG Change 05/01-2022 pm L DIG Change 17/08-2022 am J DIG
37 TIN093 0114 E 4)  A Algorithms, Examination 7,5 23/10-2021 pm L 25/08-2022 pm J
11 TMA265 0101 E Numerical linear algebra, Examination 7,5 26/10-2021 pm J 03/01-2022 pm J Change Contact examiner Change
11 TMA881 0101 E 1)  High performance computing, Examination 7,5 Contact examiner Contact examiner Contact examiner
Study period 2
Compulsory courses
11 MVE550 0118  B Stochastic processes and Bayesian inference, Examination 6,0 08/01-2022 am J 13/04-2022 am J 22/08-2022 am J
11 MVE550 0218 S B Stochastic processes and Bayesian inference, Written and oral assignments 1,5
Elective courses
37 DAT450 0120 S 1) 3)  A Machine learning for natural language processing, Written and oral assignments 7,5
32 EEN020 0118  C Computer vision, Project 3,0
32 EEN020 0218 S C Computer vision, Written and oral assignments 4,5
11 MVE095 0106 E 4)  Options and mathematics, Examination 7,5 13/01-2022 am J 13/04-2022 am J Change 23/08-2022 am J Change
11 MVE172 0120  1)  Basic stochastic processes and financial applications, Laboratory 3,0
11 MVE172 0220 S 1)  Basic stochastic processes and financial applications, Examination 4,5 04/12-2021 am J 11/04-2022 am J Change 23/08-2022 pm J Change
11 MVE190 0108 E Linear statistical models, Examination 7,5 11/01-2022 pm J 12/04-2022 pm J Change 18/08-2022 pm J Change
32 SSY130 0107 S D Applied signal processing, Examination 7,5 12/01-2022 pm J 11/04-2022 pm J 23/08-2022 pm J
32 SSY316 0120 E 1)  B Advanced probabilistic machine learning, Project 7,5
37 TDA251 0107 E C Algorithms, advanced course, Project 7,5
37 TDA357 0106  4)  D+ Databases, Examination 4,5 12/01-2022 pm J 25/08-2022 pm J
37 TDA357 0206 S 4)  D+ Databases, Laboratory 3,0
37 TDA507 0113 E A Computational methods in bioinformatics, Written and oral assignments 7,5
37 TDA596 0107  C Distributed systems, Examination 6,0 11/01-2022 am J 12/04-2022 pm J 17/08-2022 am J
37 TDA596 0207 S C Distributed systems, Laboratory 1,5
45 TEK656 0121 E B Creating technology-based ventures, Examination 7,5 10/01-2022 am J DIG Change 11/04-2022 am J DIG Change 22/08-2022 pm J DIG
11 TMA521 0197 S 1)  Large scale optimization, Examination 7,5 14/01-2022 pm J 12/04-2022 am J Change 23/08-2022 pm J Change
 
SPRING TERM
Study period 3
Compulsory courses
37 DAT410 0119 E D Design of AI systems, Written and oral assignments 7,5
Elective courses
37 DAT340 0117  4) 5)  B Applied Machine Learning, Examination 4,0 Contact examiner Contact examiner Contact examiner
37 DAT340 0217 S 4) 5)  B Applied Machine Learning, Written and oral assignments 3,5
32 SSY098 0119  1) 2)  C Image analysis, Project 3,5
32 SSY098 0219 S 1) 2)  C Image analysis, Laboratory 4,0
37 TDA233 0120  4) 5)  B Algorithms for machine learning and inference, Written and oral assignments 3,0
37 TDA233 0220 S 4) 5)  B Algorithms for machine learning and inference, Examination 4,5 15/03-2022 pm J 10/06-2022 am J 24/08-2022 am J
37 TDA357 0106  4)  Databases, Examination 4,5 18/03-2022 am J 25/08-2022 pm J
37 TDA357 0206 S 4)  Databases, Laboratory 3,0
70 TIF150 0107 E B+ Information theory for complex systems, Examination 7,5 18/03-2022 pm J Contact examiner 18/08-2022 am J
37 TIN093 0114 E 4)  A+ Algorithms, Examination 7,5 16/03-2022 am J 25/08-2022 pm J
Study period 4
Elective courses
37 DAT340 0117  4)  C Applied Machine Learning, Examination 4,0 Contact examiner Contact examiner Contact examiner
37 DAT340 0217 S 4)  C Applied Machine Learning, Written and oral assignments 3,5
37 DAT440 0120  1)  B Advanced topics in machine learning, Written and oral assignments 3,5
37 DAT440 0220 S 1)  B Advanced topics in machine learning, Examination 4,0 31/05-2022 pm J 15/08-2022 pm J Change
37 DAT470 0121  4)  A Computational techniques for large-scale data, Written and oral assignments 4,5
37 DAT470 0221 S 4)  A Computational techniques for large-scale data, Examination 3,0 03/06-2022 pm J 18/08-2022 pm J
37 DAT475 0121  4)  D Advanced databases, Written and oral assignments 3,0
37 DAT475 0221 S 4)  D Advanced databases, Examination 4,5 01/06-2022 pm J 25/08-2022 am J
11 MVE165 0107 S Linear and integer optimization with applications, Examination 7,5 02/06-2022 am J 03/01-2022 am J Change 25/08-2022 pm J Change
11 MVE441 0120  4)  Statistical learning for big data, Project 1,5
11 MVE441 0220 S 4)  Statistical learning for big data, Take-home examination 6,0
32 SSY115 0107 E B Health Informatics, Project 7,5
11 TMS016 0101 S 1)  Spatial statistics and image analysis, Examination 7,5 01/06-2022 pm J Contact examiner 24/08-2022 pm J Change
11 TMS088 0117 E 1)  Financial time series, Examination 7,5 03/06-2022 pm J 03/01-2022 am J Change 22/08-2022 am J Change
1) Compulsory elective: Compulsory elective course. (DAT440, DAT450, DAT465, MVE172, RRY025, SSY098, SSY316, TMA521, 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. (DAT340, DAT470, DAT475, MVE095, MVE441, TDA233, TDA357, TIN093): 2 of stated courses are required for the degree
5) Overlap: Only one of the marked courses can be included in the degree (DAT340, TDA233)
* Element includes education in another quarter
S Final grade. All module grades are reported before the final grade for the course can be reported.
E The only module in the course. Module grade and grade for the course are reported at the same time.
DIG Digital examination is a examination written in the Inspera system. The student will bring their own computer and access the exam via Safe exam browser
picture

Page manager Published: Mon 28 Nov 2016.