Towards Data Mining (OPEN UNI)

5 ECTS credits, Academic Year 2025-2026, 521156S
Learn essential data preprocessing skills for AI and machine learning.

Enrollment period

-

Mode of delivery

Multiform learning

Course study period

-

Price

Free

Education information

Learn essential data preprocessing skills for AI and machine learning. This course covers data gathering, handling missing values and outliers, privacy considerations, signal merging, database utilization, and data normalization. Learn to ensure result generalizability with techniques like train-test-validate, cross-validation, and leave-one-out methods.

Education format

Continuous learning
Open university

Semester

Academic Year 2025-2026

Field of study

Information and communication technologies

Teaching language

English

Course organiser

University of Oulu

Location

Oulu
online

Maximum participants

15

Prerequisities and co-requisites

The recommended prerequisite is the completion of 031021P Probability and Mathematical Statistics or similar prior to enrolling for the course.

Contact information

Guidance and counselling

avoin.yliopisto (at) oulu.fi
Created 16.6.2023 | Updated 9.6.2025