Data Mining

BIN580

The Data Mining course examines how data mining techniques and AI-driven technologies extract patterns, insights, and intelligence from large datasets to drive informed decision-making. Students will investigate core data-mining concepts, including clustering, association, prediction, and outlier analysis, while gaining experience using modern tools and cloud-based platforms. The course emphasizes the growing integration of data mining with emerging technologies, such as machine learning, neural networks, natural language processing (NLP), and generative AI. Students will also implement data-governance principles to ensure data is used ethically and in compliance with regulations. The course outlines how to estimate the business value of insights derived from data mining and how to communicate findings effectively to technical and executive stakeholders.

Total Credit Hours: 3.00