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TDT4300

Data Warehousing and Data Mining

Choose study year
Credits 7.5
Level Third-year courses, level III
Course start Spring 2025
Duration 1 semester
Language of instruction English
Location Trondheim
Examination arrangement School exam

About

About the course

Course content

This course gives an introduction to methods and theory for development of data warehouses and data analysis using data mining. Data quality and methods and techniques for preprocessing of data. Modeling and design of data warehouses. Algorithms for classification, clustering and association rule analysis. Practical use of software for data analysis.

Learning outcome

Knowledge: The candidate will get knowledge of:- Data preprocessing and data quality.- Modeling and design of data warehouses.- Algorithms for data mining.Skills: - Be able to design data warehouses. - Ability to apply acquired knowledge for understanding data and select suitable methods for data analysis.

Learning methods and activities

Lectures and exercises.

Compulsory assignments

  • Exercises

Further on evaluation

The exam is given in English.

If there is a re-sit examination, the examination form may change from written to oral.

Course materials

Will be given at the start of the semester.

Subject areas

  • Computer and Information Science
  • Database technology
  • Information Systems
  • Computer Systems
  • Computer Systems
  • Informatics

Contact information

Course coordinator

Department with academic responsibility

Department of Computer Science