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Dec 30, 2024
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ISCS 0550 - Data Mining and Machine Learning
Credits: 3
Semester: 1st Semester
Lecture: 3
Introduce data mining concepts and techniques such as Data Characterization, Data Preprocessing and performance evaluation. Discuss data mining tasks such as frequent pattern and association rule mining, clustering and outlier detection. Introduce machine learning models and algorithms such as multivariate regression, classification, deep learning, and feature engineering.
Prerequisite(s): CSCI 230/CSCI 305, CSCI 360/ISCS 510, MATH 208, or Departmental Approval.
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