Social Media, Mobile Apps and Data Science - Focus area
Focus Area: Social Media, Mobile Apps and Data Science
”Social media, Mobile Apps and Data Science” is centred around development of services that enable modelling of user behavior based on raw text and images from social media or retrieved from contextually data generated by wearables and smartphones, and on methods to analyze, gain insights from, and possibly react to data arising from human activities.
It is suggested that students pick courses from the following list, while observing the overall requirements for the programme. Please note that students that have previously had one or several of the General Competence courses mentioned below are free to choose either other General Compentence or Technology Specialisation courses, following the rules described in the section "Students who have completed MSc courses on their Beng or BSc programme".
Mandatory courses:
The following courses are mandatory:
| 02450 | Introduction to Machine Learning and Data Mining | 5 | point | Spring F4A (Tues 13-17), Autumn E4A (Tues 13-17) |
| 02809 | UX Design Prototyping | 5 | point | Autumn E1A (Mon 8-12) |
| 42500 | Innovation in Engineering (Polytechnical Foundation) | 5 | point | January |
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| 42504 | Innovation in Engineering (Polytechnical Foundation) | 5 | point | August |
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| 42501 | Innovation in Engineering (Polytechnical Foundation) | 5 | point | June |
Core courses
The following courses are considered core for the focus area:
| 02266 | User Experience Engineering | 5 | point | January |
| 02282 | Algorithms for Massive Data Sets | 7.5 | point | Spring F1A (Mon 8-12) |
| 02456 | Deep learning | 5 | point | Autumn E2A (Mon 13-17) |
| 02458 | Cognitive Modelling | 5 | point | Autumn E2B (Thurs 8-12) |
| 02476 | Machine Learning Operations | 5 | point | January |
| 02805 | Social graphs and interactions | 10 | point | Autumn E5 (Wed 8-17) |
| 02806 | Social data analysis and visualization | 5 | point | Spring F3A (Tues 8-12) |
| 02807 | Computational Tools for Data Science | 5 | point | E7 (Tues 18-22) |
| 02808 | Personal Data Interaction for Mobile and Wearables | 10 | point | Spring F5 (Wed 8-17) |
| 02830 | Advanced Project in Digital Media Engineering | 10 | point | Autumn E5B (Wed 13-17) |
| 38110 | Staging co-creation and creativity | 5 | point | Autumn E1B (Thurs 13-17) |
Addtional courses
Pick additionally among the following courses:
| 02582 | Computational Data Analysis | 5 | point | Spring F2B (Thurs 8-12) |
| 02614 | High-Performance Computing | 5 | point | January |