Machine Learning
Lågaregradsemne
- Studiepoeng
- 10
- Undervisningssemester
- Vår
- Emnekode
- INFO284
- Talet på semester
- 1
- Undervisningsspråk
- English
- Ressursar
- Timeplan
Emnebeskrivelse
Mål og innhald
Læringsutbyte
A student who has completed the course should have the following learning outcomes defined in terms of knowledge, skills and general competence:
Knowledge
The candidate
- has theoretical knowledge about the principles of machine learning
- has a basic understanding of the contemporary machine learning algorithms
- has a broad knowledge about the use of machine learning in data analysis, its advantages and limitations
Skills
The candidate
- can analyze and design machine learning solutions for data analysis applications
Studiepoeng, omfang
Studienivå (studiesyklus)
Undervisningssemester
Krav til forkunnskapar
Studiepoengsreduksjon
Krav til studierett
Emnet er ope for studentar med studierett på UiB.
Emnet har 200 studieplassar og opptak skjer etter søknad i StudentWeb.
Studentar som har emnet som obligatorisk i studieplanen vil være prioritert.
Søknadsfrist er mandag uke 2.
Du får svar på om du har fått plass på emnet seinast torsdag samme uke som fristen.
Arbeids- og undervisningsformer
Obligatorisk undervisningsaktivitet
Participation: compulsory attendance at labs (at least 75%).
Approved compulsory requirements are not valid beyond the semester when they are approved.
Vurderingsformer
- Group assignment where students demonstrate their ability to analyze and design machine learning solutions (30% of grade)
- 2 hour digital school exam (70% of grade) - multiple choice exam
The exam assignment will be given in the language of instruction in the course. The exam answer must be submitted in the same language as the exam assignment.
Karakterskala
Vurderingssemester
Assessment only in teaching semester.
Students with valid absence as defined in the UiB regulations § 5-5 can apply for an extended submission deadline to eksamen.infomedia@uib.no. The application must be submitted before the deadline for submission has expired.