CSCI 374 - Machine Learning and Data Mining

FC NSMA QFR

4 credits
Machine learning and data mining are closely related capabilities that enable computers to learn to perform tasks without explicit programming, as well as discover interesting information from data. This course explores topics within machine learning and data mining, including classification, unsupervised learning, and association rule mining. Students will gain hands-on practice with popular machine learning and data mining algorithms, as well as discuss challenges, issues, and solutions to working with complexities in real-world data. Students may enroll in either CSCI 373 or CSCI 374 but not both. Recommended Preparation: MATH 220.

Prerequisites: CSCI 241.