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Babier, Aaron; Fernandes, Craig; Zhu, Ian Yihang – INFORMS Transactions on Education, 2023
In this paper, we describe a course project in which teams of undergraduate students propose and execute an end-to-end analytics project to solve a real-world problem. The project challenges students to implement machine learning, optimization, simulation, or a combination of these three techniques on real-world data that they collect. A…
Descriptors: Undergraduate Students, Student Projects, Data Analysis, Problem Solving
Boutilier, Justin J.; Chan, Timothy C. Y. – INFORMS Transactions on Education, 2023
Artificial intelligence (AI) and operations research (OR) have long been intertwined because of their synergistic relationship. Given the increasing popularity of AI and machine learning in particular, we face growing demand for educational offerings in this area from our students. This paper describes two courses that introduce machine learning…
Descriptors: Artificial Intelligence, Operations Research, Undergraduate Students, Engineering Education
Wilson, Shellyanne – INFORMS Transactions on Education, 2020
The Tangibles in Operations Strategy (TANGOS) exercise provides students with the direct experience of designing a firm's operations function. Specifically, students must engage in decision making with respect to the structural decision areas in a firm's operations strategy, by considering the firm's product strategy and span of control, process…
Descriptors: Educational Games, Experiential Learning, Active Learning, Design