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MGSC 660 Mathematical and Statistical Foundations for Analytics (3 unit茅s)

Offered by: Gestion (Gestion)

Administered by: 脡tudes sup茅rieures et recherch

Vue d'ensemble

Sciences de la gestion : This course consists of two parts: (i) The first half of the course focuses on probabilistic and statistical foundations of data analytics. At the end of this part, students will have the mathematical knowledge in following topics: probabilities, random variables, the Central Limit Theorem; prior and posterior distributions, and Bayes鈥� rule; correlation, and Sampling. (ii) The second half of the course focuses on mathematical foundations of decision analytics. At the end of this part, students will have the mathematical knowledge in following topics: linear algebra; calculus of several variables; convexity; separating hyperplanes; unconstrained and constrained optimization; lagrange multipliers.

Terms: 脡t茅 2023

Instructors: Gumus, Mehmet (Summer)

  • **Due to the intensive nature of this course, the standard add/drop and withdrawal deadlines do not apply. Course Add is the fourth lecture day.

  • **No web drop allowed.

  • **Web withdrawal not applicable.

  • **Web ADD only

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