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
The course takes place in period
2 (2020-10-26 to 2020-12-31)
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 (26 students enrolled)
Assignments valid until
12 months after course has ended
Course enrolment period
2020-10-12 to 2020-11-08
Assessment methods
Date will be announced later - Reports and productions
Date | Time | Room | Title | Description | Organizer |
---|---|---|---|---|---|
2020-10-28 | 09:00 - 13:00 | Maskininlärning och optimering | bjorkpau@arcada.fi is inviting you to a scheduled Zoom meeting. Join Zoom Meeting https://arcada.zoom.us/j/66254466301?pwd=ajJ2aTJ3Rk1vZXZsLzBFOGE2bWZtdz09 Meeting ID: 662 5446 6301 Passcode: Mask Join by SIP 66254466301@109.105.112.236 66254466301@109.105.112.235 Join by H.323 109.105.112.236 109.105.112.235 Meeting ID: 662 5446 6301 Passcode: 832110 Inget rum bokas, endast i Zoom. | Björk Kaj-Mikael | |
2020-11-04 | 09:00 - 13:00 | Maskininlärning och optimering | bjorkpau@arcada.fi is inviting you to a scheduled Zoom meeting. Join Zoom Meeting https://arcada.zoom.us/j/66556070119?pwd=R2JHc2RkTHRQSkd3MGQ3bHdrY0d6Zz09 Meeting ID: 665 5607 0119 Passcode: Mask Join by SIP 66556070119@109.105.112.236 66556070119@109.105.112.235 Join by H.323 109.105.112.236 109.105.112.235 Meeting ID: 665 5607 0119 Passcode: 952132 Inget rum bokas, endast i Zoom. | Björk Kaj-Mikael | |
2020-11-11 | 09:00 - 13:00 | Maskininlärning och optimering | bjorkpau@arcada.fi is inviting you to a scheduled Zoom meeting. Join Zoom Meeting https://arcada.zoom.us/j/63988385934?pwd=b1J6d3UyenZLdGlqWkRVakZVR3Axdz09 Meeting ID: 639 8838 5934 Passcode: mask Join by SIP 63988385934@109.105.112.236 63988385934@109.105.112.235 Join by H.323 109.105.112.236 109.105.112.235 Meeting ID: 639 8838 5934 Passcode: 162743 Inget rum bokas, endast i Zoom. | Björk Kaj-Mikael | |
2020-11-18 | 09:00 - 13:00 | Maskininlärning och optimering | bjorkpau@arcada.fi is inviting you to a scheduled Zoom meeting. Join Zoom Meeting https://arcada.zoom.us/j/62723081190?pwd=MGlST1d6TnY5djZ5azdSZDJWVTRJQT09 Meeting ID: 627 2308 1190 Passcode: Mask Join by SIP 62723081190@109.105.112.236 62723081190@109.105.112.235 Join by H.323 109.105.112.236 109.105.112.235 Meeting ID: 627 2308 1190 Passcode: 428801 Inget rum bokas, endast i Zoom. | Björk Kaj-Mikael | |
2020-11-25 | 09:00 - 13:00 | Maskininlärning och optimering | bjorkpau@arcada.fi is inviting you to a scheduled Zoom meeting. Join Zoom Meeting https://arcada.zoom.us/j/67520158934?pwd=REhWeW5WVFJ2ZUlMY3poYTljeEltZz09 Meeting ID: 675 2015 8934 Passcode: Mask Join by SIP 67520158934@109.105.112.236 67520158934@109.105.112.235 Join by H.323 109.105.112.236 109.105.112.235 Meeting ID: 675 2015 8934 Passcode: 942453 Inget rum bokas, endast i Zoom. | Björk Kaj-Mikael | |
2020-12-02 | 09:00 - 13:00 | Maskininlärning och optimering | bjorkpau@arcada.fi is inviting you to a scheduled Zoom meeting. Join Zoom Meeting https://arcada.zoom.us/j/64151579242?pwd=M3Y5N2JqUkFSME1CbXZVbTU1OUtRdz09 Meeting ID: 641 5157 9242 Passcode: Mask Join by SIP 64151579242@109.105.112.236 64151579242@109.105.112.235 Join by H.323 109.105.112.236 109.105.112.235 Meeting ID: 641 5157 9242 Passcode: 445462 Inget rum bokas, endast i Zoom. | Björk Kaj-Mikael | |
2020-12-09 | 09:00 - 13:00 | Maskininlärning och optimering | Inget rum bokas, endast i Zoom. | Björk Kaj-Mikael | |
2020-12-16 | 09:00 - 13:00 | Maskininlärning och optimering | bjorkpau@arcada.fi is inviting you to a scheduled Zoom meeting. Join Zoom Meeting https://arcada.zoom.us/j/61610696297?pwd=NktwTGR2NGRzSjBEcHdmZFVKSHJndz09 Meeting ID: 616 1069 6297 Passcode: Mask Join by SIP 61610696297@109.105.112.236 61610696297@109.105.112.235 Join by H.323 109.105.112.236 109.105.112.235 Meeting ID: 616 1069 6297 Passcode: 720209 Inget rum bokas, endast i Zoom. | Björk Kaj-Mikael | |
2021-04-08 | 10:30 - 11:30 | Allmän presentation om det växande IT-bolaget Crosskey och framtida praktikplatser | https://arcada.zoom.us/j/63001282892?pwd=QSt3amxnSlBBOGpoSUlYbHpwWW5iZz09 Meeting ID: 630 0128 2892 Passcode: 731012 | Karlsson Jonny |