MEC 363 AI and Data Analytics

This course covers the theory and application of algorithms for machine learning and inference, from an AI perspective. Python and C based languages will be employed to process large data sets through both conventional and AI based systems. Students will practice drawing conclusions from given data and setup models for capturing data. This covers data mining, where the algorithms are used to automatically detect interesting information and relations in large industrial or scientific databases. Students will use large data sets for AI control of process variables, predictive maintenance, and production flow.