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Dec 14, 2025
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CSC 401 - Data Mining & Machine Learning
Credits: 3
The course covers the most important data mining techniques and provides background knowledge on how to conduct a data mining project. It also gives a basic introduction to data analysis. After defining what knowledge discovery and data mining is, data mining tasks such classification, clustering, and association analysis will be discussed in detail. Basic data analysis techniques, centering on basic visualization techniques and statistics, to get a better understanding of the data mining task at hand will be covered. Moreover, techniques how to preprocess a data set for a data mining task will be introduced. Moreover, in course projects you will obtain hands on experience in conducting data mining and data analysis projects.
Prerequisite(s): C or better in CSC 215 and STAT 251 Junior or Senior Classification.
Offered: F.
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