IEOR E4650

BUSINESS ANALYTICS

Columbia University in the City of New York · UGRD · Fall 2026

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An optimization background is also strongly encouraged and may be obtained concurrently. Prior coding experience is encouraged. This course focuses on how to identify, evaluate, and capture business analytic opportunities that create value. The course covers basic analytic methods alongside case studies on organizations that successfully deployed these techniques. The first part of the course is on using data to develop insights and predictive capabilities with machine learning techniques. The second part focuses on the use of A/B testing, causal inference, ethics, and optimization to support decision-making

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Class #columbia_in_city_new_york-IEORE4650Fall 2026UGRD3.00 credits
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