This offering is not in the current catalogue. The information is retained from an earlier publication. Check the provider's current offering.
Umeå University
Statistics C: Methods for Data Science
Kursen består två moment: Moment 1: Metoder för data science (5 hp) Moment 2: Tillämpningar inom data science (5 hp) Moment 1 behandlar statistiska metoder för att lösa de speciella problem som uppkommer inom data science, med tonvikt på metoder för modellselektering vid och dimensionsreducering av stora och kompl…
- Higher education
- Information unavailable
- 10 February 2027
- Information unavailable
- Information unavailable
- 100 %
Overview
Kursen består två moment: Moment 1: Metoder för data science (5 hp) Moment 2: Tillämpningar inom data science (5 hp) Moment 1 behandlar statistiska metoder för att lösa de speciella problem som uppkommer inom data science, med tonvikt på metoder för modellselektering vid och dimensionsreducering av stora och komplexa datamängder. Momentet behandlar "statistical learning", vars två huvudgrupper kallas "supervised learning" respektive "unsupervised learning". Moment 2 löper delvis parallellt med moment 1 och syftet är att praktiskt tillämpa den kunskap om "statistical learning" som inhämtats under moment 1. Programvaran R används genomgående. Undervisningen i vissa kursmoment/delar av moment kan komma att ges på engelska.
Admission scores
Entry requirements
Univ: Statistik C: Inferensteori, 5 hp, eller motsvarande kunskaper.
The text is reproduced from the Susa source. Antagningsdata does not map GY11 and GY25 or assess personal eligibility.
Source, measure and data quality
- Source
- Skolverket Susa-navet
- Period
- 2027-02-10
- Measure
- Entry-requirement text reproduced from the published Susa data; no personal eligibility assessment is made.
- Population
- Education offering e.uoh.umu.2st060.2s00a.20271
- Last checked
- 2026-09-23T10:39:28.642986+00:00
- Limitation
- Antagningsdata does not map GY11 and GY25. General and specific conditions are not separated without structured source data.
Programme content
Study structure
Application and important dates
- Programme or course starts
- Programme or course ends
Salary and salary distribution
Common occupations after graduation
Students
Geographical background
Previous upper-secondary schools and programmes
Completion and outcomes
About the provider
Sources and data quality
Education facts for the selected offering come from Skolverket Susa-navet.
Retrieved . Published . Times are shown in Swedish local time.
Source identity and publication version
- Publication version
- 8e217193-f5fa-4778-b085-a4521fd03e8d
- Education identity in the source
- i.uoh.umu.2st060.2s00a.20271
- Offering identity in the source
- e.uoh.umu.2st060.2s00a.20271
- Education-form source code
- HS
- Education code in the source
- 2ST060
- Change time according to the source
- 2025-12-11T14:08:49
The provider, education and education offering are separate identities. Application information should be checked on the official website. Supplementary statistics have not been obtained from this source.