0 or 3 credits
Fall 2026 Lecture Laboratory Distance Learning Upper Division
Machine learning (ML) algorithms are used to extract and analyze large amounts of manufacturing data. This course introduces fundamental ML analytic techniques and commonly used ML algorithms, with an emphasis on manufacturing applications. Students will learn to create, train, and deploy ML models on a cloud platform to develop enterprise-ready artificial intelligence (AI) solutions for smart manufacturing.
Learning Outcomes1Explain the benefits of machine learning and artificial intelligence in manufacturing.
2Describe the fundamental principles, core concepts, and processes involved in developing machine learning applications.
3Apply commonly used machine learning algorithms for smart manufacturing applications.
4Select appropriate machine learning algorithms for various machine learning problems.
5Apply cloud-based machine learning tools to develop models and applications to perform intelligent manufacturing operations and analytics.
Prerequisites
made by Purdue students.