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Dec 22, 2024
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ITCS 3162 - Introduction to Data Mining
The key objectives of this course are two-fold: (1) to teach the basic concepts of data mining and (2) to provide extensive hands-on experience in applying the concepts to real-world business applications. Topics include: Data Collection, Data Preprocessing, Data Exploration, Feature Engineering, Prediction Model, Clustering, Association Analysis, Graph/Network Analysis, Text Mining and Social Media Analysis, and Anomaly Detection.
Credit Hours: (3)
Prerequisite(s): ITSC 2214
Schedule of Classes
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