IE 7275: Data Mining in Engineering
Lecture - 4 credits
- Covers the theory and applications of data mining in engineering.
- Reviews fundamentals and key concepts of data mining, discusses important data mining techniques, and presents algorithms for implementing these techniques.
- Specifically covers data mining techniques for data preprocessing, association rule extraction, classification, prediction, clustering, and complex data exploration.
- Discusses data mining applications in several areas, including manufacturing, healthcare, medicine, business, and other service sectors.
Covers the theory and applications of data mining in engineering. Show more.