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May 20, 2024
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2023-2024 Undergraduate Catalog
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CAIS 0311 - Data Mining
Credits: 3
Data mining is used to discover patterns and relationships in data. This is an introductory-level course for data mining algorithms of analyzing very large amounts of data. In this course, students will explore methods for preprocessing, visualizing, and making sense of data, focusing not only on the methods but also on the mathematical foundations of many of the algorithms of statistics and machine learning. The goals of this course are as follows: 1) to introduce students to the basic concepts and techniques of data mining; 2) to develop skills of using recent data mining software for solving practical problems.
Prerequisites: MATH 0113 or CAIS 0105 .
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