IEOR E4564
Strategic Impact through Analytics
Columbia University in the City of New York · UGRD · Fall 2026
Catalog description
g., optimization or stochastic processes), business analytics (e.g., data analysis or statistical modeling), or machine learning. Explores how analytics and AI drive strategy, business models, and organizational transformation. Develops students as “analytics translators” who bridge technical models and business execution using leadership, communication, and change management alongside analytical expertise. Covers frameworks for value creation, organizational design, systems thinking, complexity, innovation, and behavioral barriers such as cognitive biases and resistance to change. Examines how firms integrate analytics into strategy and operations within evolving digital and knowledge-driven economies
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