MATH 331

Probability

Manhattan University · UGRD · Fall 2026

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A calculus-based introduction to probability theory. Topics include sample spaces, events, random variables, probability distributions, expectation, and important models such as the binomial, Poisson, exponential, and normal distributions. Emphasis is placed on both theory and applications. Fall. Prerequisite: A grade of C or better in Calculus II ( MATH 156 or MATH 186 or MATH 188 ).

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Class #manhattan-MATH331Fall 2026UGRD3 credits
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