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Demand and Supply Analytics
Description How do airlines decide when to increase ticket prices? Should a hotel charge less per night for a long stay than a short one? Why do some software companies bundle very different products together? How should a fashion retailer decide when do start discounting clothes? Why do so many discounted rates end in “.99”?…
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Data, Models and Decisions in Business Analytics
Description In today’s world, managerial decisions are increasingly based on data-driven models and analysis using statistical and optimization methods that have dramatically changed the way businesses operate in most domains including service operations, marketing, transportation, and finance. The main objectives of this course are the following: Introduce fundamental techniques towards a principled approach for data-driven…
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Space Mission Design and Operations
Description Space exploration is a very exciting subject. Consider the achievements of Sputnik 1, Yuri Gagarin’s first flight in space, the Apollo missions to the Moon, followed by the Shuttle program, the Hubble Space Telescope launch and maintenance on orbit, and finally the assembly and exploitation of the International Space Station. These were challenging undertakings…
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Successfully Evaluating Predictive Modelling
Description A predictive exercise is not finished when a model is built. This course will equip you with essential skills for understanding performance evaluation metrics, using Python, to determine whether a model is performing adequately. Specifically, you will learn: Appropriate measures that are used to evaluate predictive models Procedures that are used to ensure that…
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