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Arkistoitu opetusohjelma 2016–2017
Selaat vanhentunutta opetusohjelmaa. Voimassa olevan opetusohjelman löydät täältä.
TIETS31 Knowledge Discovery 5–10 ECTS
Periods
Period I Period II Period III Period IV
Language of instruction
English
Type or level of studies
Advanced studies
Course unit descriptions in the curriculum
Tietojenkäsittelytieteiden tutkinto-ohjelma
School of Information Sciences

Learning outcomes

After completing the course (5 ECTS) a student
* knows the phases of the process of knowledge discovery and understands its nature
* knows basic data prepocessing, data mining and postprocessing tasks and methods
* is able to apply these methods in practical knowledge discovery tasks

After completing the course (10 ECTS) a student
* in addition to the above-mentioned outcomes
* knows and is able to apply advanced methods used in the process of knowledge discovery
* knows data management issues concerning knowledge discovery

General description

Recommended preceding studies:

  • TIETA6 Data Structures and
  • MTTTP1 Introduction to statistics

Or equivalent courses.

Enrolment for University Studies

Enrolment time has expired

Teachers

Kati Iltanen, Teacher responsible
Kati.Iltanen[ät]uta.fi

Homepage URL

Teaching

31-Aug-2016 – 16-Dec-2016
Lectures 40 hours
Part I (5 ECTS)
Wed 31-Aug-2016 - 12-Oct-2016 weekly at 8-10, First meeting in Pinni B0016, others in Pinni B2077
Mon 5-Sep-2016 - 10-Oct-2016 weekly at 8-10, Pinni B2077
Part II (5 ECTS)
Mon 24-Oct-2016 - 5-Dec-2016 weekly at 8-10, Pinni B2077
Wed 26-Oct-2016 - 7-Dec-2016 weekly at 8-10, Pinni B2077
Exercises 20 hours
Part I
Fri 2-Sep-2016 - 14-Oct-2016 weekly at 8-10, PInni B2077
Part II
Fri 28-Oct-2016 - 9-Dec-2016 weekly at 8-10, Pinni B2077