The course takes place in period

2 (2020-10-26 to 2020-12-31)

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 (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

Room reservations
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

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