Advanced Course on Environmental Data Mining, spring 2024
Open university
- Date:
- 7.2.2024 - 4.4.2024
- Credits:
- 5 ECTS credits
- Location:
- -
- Continuous learning category:
- Environmental and natural sciences
- Teaching format:
- Independent learning, Online teaching
- Price:
- 75 € (VAT 0%)
Learning outcomes: To learn the basic concepts of classification and time-series modeling and the use of the modeling methods needed.
Content: Basic concepts of time-series modeling and classification, pre-processing and visualizing the time-series, classification, evaluating the performance of the model, traditional methods for time-series modeling and pattern recognition, neural network models: LVQ, MLP, SVM, some special topics.
Study materials: Lecture slides and videos in the Moodle -online learning environment.
Prerequisites: Environmental data mining, 5cp.
Modes of study: Learning diary.
Teaching methods: Online meetings (5 h), independent study (130 h). Orientation lecture in the beginning of the course in Zoom; otherwise self-study.
Teacher: Mikko Kolehmainen
The course is available online between Feb 7th, and Apr 4th, 2024. More information, the description and timelines of the course can be found from Peppi study guide. In their studies, open university students must adhere to the same schedules and study modes as degree students.
Study units cost 15 € / credit. This price holds for the academic year 2023–2024.
For more information on study fees and payment and cancellation terms, please see: Registration, study fees and right to study | University of Eastern Finland (uef.fi). Study right is between Sep 1st, 2023 and July 31st, 2023.
Fees for purchasing/lending literature are not covered by the University.
If you can’t identify yourself using the Suomi.fi service or your employer would pay your tuition fee, please contact our training secretary; their contact information is below.
English-language courses are free for the 2023-2024 academic year for those with the status of temporary protection from Migri. See more on studying at UEF and registration for the course while under temporary protection here:
Irrespective of time
Day time teaching
English