The course takes place in period

2 (2021-10-25 to 2021-12-31)

Level/category

Professional studies

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

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

Room reservations
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

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