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Towards data mining

Yksittäinen kurssi

Max amount of FITech students: 30

Persons without a valid study right to a Finnish university have preference to this course.

Course contents

Amount and quality of data plays a major role in modern machine learning applications. In this course the students are familiarised with different concepts concerning data such as: data gathering, data preprocessing and normalisation, combining data from multiple sources, missing data and outliers.

Learning outcomes

After this course the student has good capabilities to identify use cases for data that has been gathered in industrial environment or organise high-quality data gathering for new applications.

Teaching methods

In Spring period only: There is no weekly schedule, students can study the course at their own pace during the teaching period. All assignments has to be finished before the course ends, including the exam.

In Autumn period: Independent studying with weekly assignments or contact teaching.

Moodle exam possibility for FITech students (please be in touch with the contact person of the course).

Completion methods

Available fully online only for FiTech students.

More information in the University of Oulu study guide.

You can get a digital badge after completing this course.

datanlouhinta datan kokoaminen poikkeavat arvot esikäsittely koneoppiminen tekoäly machine learning artificial intelligence R-kieli R language

Responsible teacher

University of Oulu
Satu Tamminen

Lisätietoa opinnoista

Oulun yliopisto
FITech-yhteyshenkilö Oulu

Contact person for applications

FITech-verkostoyliopisto
Fanny Qvickström, Opintoasioiden suunnittelija
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Kategoria:
ICT-opinnot
Teemat:
Data-analytiikka,
Tekoäly ja koneoppiminen
Kurssikoodi:
521156S
Opintopisteet
5 ECTS
Hinta:
0 €
Kurssin taso:
Opetusaika:
11.3.–15.6.2024
Haun alkamispäivä:
07.11.2023
Viimeinen hakupäivä:
26.2.2024
Järjestävä yliopisto:
Oulun yliopisto
Kuka voi hakea:
Aikuisopiskelija,
Tutkinto-opiskelija
Opetustapa:
Verkko-opetus
Opetuskieli:
Englanti
Esitietovaatimukset:
Basics of statistical mathematics. Basics of artificial intelligence and machine learning are beneficial.
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