DATA MINING

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  • DURATION
    13 WEEKS
  • COURSE LEVEL
    Second Cycle
  • CREDITS
    3.0 HP
  • INSTITUTION
    Örebro University
  • STUDY TYPE
    Distance
  • START DATE
    2023-04-03
  • END DATE
    2023-06-30

Applications 2023-01-23 - 2023-03-31

COURSE DESCRIPTION

Nowadays, a hot topic among industrial companies is using AI and deep learning. However, there is a lack of dealing with the collected data to define an appropriate problem statement before creating any advanced AI model. Data mining is the field of discovering novel and potentially useful information from large amounts of data, by exploring the characteristic features and extracting hidden patterns.

In the Data Mining course, we aim to cover the most applicable topics of understanding the data, from exploratory data analysis (such as preprocessing, visualization, and statistical techniques) to pattern recognition approaches (such as association rule mining, anomaly detection and clustering).

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