The course is included in these curricula and study modules
- Information technology 2014 - Machine learning and decision support system development
- Information technology 2015 - Machine learning and decision support system development
- Information technology 2016 - Machine learning and decision support system development
- Information technology 2017 - Machine learning and decision support system development
- Information technology 2018 - Machine learning and decision support system development
- Information technology 2019 - Machine learning and decision support system development
- Information technology 2020 - Machine learning and decision support system development
- Information technology 2021 - Machine learning and decision support system development - advanced studies
The course takes place in period
2 (2021-10-25 to 2021-12-31)
Level/category
Teaching language
Swedish
Type of course
Compulsory
Cycle/level of course
First
Recommended year of study
4
Total number of ECTS
5 cr
Competency aims
The aim of the course is for the student to
understand, in some depth, on a few methods that
is used to optimize a process.
Learning outcomes
At the end of the course the student is expected
to be able to understand optimization and how it
is used in machine learning
Course contents
The course is done through submitting a number
of assignments and we will go through the
material during the lessons. After the course
the student should be able to understand how a
process can be optimized, and understand also
how linear programming and convex problems are
formulated. The course is examined through the
assignments and the course project work.
Additional information
The assignments and the course work are given
during the course. The presentation of the course
work is done during period 2.
Recommended or required reading
Are given in the lectures and on itslearning
Study activities
- Lectures - 28 hours
- Project- and production work/artistic activities - 40 hours
- Individual studies - 67 hours
Workload
- Total workload of the course: 135 hours
- Of which autonomous studies: 135 hours
- Of which scheduled studies: 0 hours
Mode of Delivery
Participation in tuition
Assessment methods
Essays, reports, productions and portfolio
Assessment requirements
To pass the course the student should pass the
following examinations:
Examination 1 Assignments
Examination 2 Course work
Students can get 60 % of the grade from the
assignments and 40 % from the course work.
Teacher
- Björk Kaj-Mikael
- Karlsson Jonny
Examiner
Björk Kaj-Mikael
Home page of the course
Group size
No limit (36 students enrolled)
Assignments valid until
12 months after course has ended
Course enrolment period
2021-10-11 to 2021-11-07
Assessment methods
Date will be announced later - Reports and productions
Date | Time | Room | Title | Description | Organizer |
---|---|---|---|---|---|
2021-10-27 | 08:30 - 12:30 | Maskininlärning och optimering | Kaj-Mikael Björk is inviting you to a scheduled Zoom meeting. Join Zoom Meeting https://arcada.zoom.us/j/68812706142 Meeting ID: 688 1270 6142 Join by SIP 68812706142@109.105.112.236 68812706142@109.105.112.235 Join by H.323 109.105.112.236 109.105.112.235 Meeting ID: 688 1270 6142 | Björk Kaj-Mikael | |
2021-11-03 | 08:30 - 12:30 | Maskininlärning och optimering | Kaj-Mikael Björk is inviting you to a scheduled Zoom meeting. Join Zoom Meeting https://arcada.zoom.us/j/67444584561 Meeting ID: 674 4458 4561 Join by SIP 67444584561@109.105.112.236 67444584561@109.105.112.235 Join by H.323 109.105.112.236 109.105.112.235 Meeting ID: 674 4458 4561 | Björk Kaj-Mikael | |
2021-11-10 | 08:30 - 12:30 | E387 | Maskininlärning och optimering | https://arcada.zoom.us/j/61089999318 | Björk Kaj-Mikael |
2021-11-17 | 08:30 - 12:30 | Maskininlärning och optimering | Kaj-Mikael Björk is inviting you to a scheduled Zoom meeting. Join Zoom Meeting https://arcada.zoom.us/j/62939544385 Meeting ID: 629 3954 4385 Join by SIP 62939544385@109.105.112.236 62939544385@109.105.112.235 Join by H.323 109.105.112.236 109.105.112.235 Meeting ID: 629 3954 4385 | Björk Kaj-Mikael | |
2021-11-24 | 08:30 - 12:30 | Maskininlärning och optimering | Kaj-Mikael Björk is inviting you to a scheduled Zoom meeting. Join Zoom Meeting https://arcada.zoom.us/j/65151912758 Meeting ID: 651 5191 2758 Join by SIP 65151912758@109.105.112.236 65151912758@109.105.112.235 Join by H.323 109.105.112.236 109.105.112.235 Meeting ID: 651 5191 2758 | Björk Kaj-Mikael | |
2021-12-01 | 08:30 - 12:00 | E385 | Maskininlärning och optimering | Kaj-Mikael Björk is inviting you to a scheduled Zoom meeting. Join Zoom Meeting https://arcada.zoom.us/j/69736729524?from=addon Meeting ID: 697 3672 9524 Join by SIP 69736729524@109.105.112.236 69736729524@109.105.112.235 Join by H.323 109.105.112.236 109.105.112.235 Meeting ID: 697 3672 9524 | Björk Kaj-Mikael |
2021-12-10 | 08:30 - 12:30 | Maskininlärning och optimering | Kaj-Mikael Björk is inviting you to a scheduled Zoom meeting. Join Zoom Meeting https://arcada.zoom.us/j/64582178150?from=addon Meeting ID: 645 8217 8150 Join by SIP 64582178150@109.105.112.236 64582178150@109.105.112.235 Join by H.323 109.105.112.236 109.105.112.235 Meeting ID: 645 8217 8150 | Björk Kaj-Mikael |