Computer Science 240 - Reasoning Under Uncertainty
Spring
2025
02AC
F 10:10AM 11:00AM
UMass Amherst
45003
Morrill Sci. Ctr. (III) rm 203
Development of mathematical reasoning skills for problems that involve uncertainty. Counting and probability -- basic counting problems, probability definitions, mean, variance, binomial distribution, discrete random variables, continuous random variables, Markov and Chebyshev bounds, Laws of large numbers, and central limit theorem. Probabilistic reasoning -- conditional probability and odds, Bayes' Law, Markov Chains, Bayesian Networks.
Open to undergraduate students. CICS160CS187/CICS210&MATH132wC
Multiple required components--lab and/or discussion section. To register, submit requests for all components simultaneously.