College of Chemistry Course Guide

CS 174 - Combinatorics and Discrete Probability (4 Units)

(Taken from the UC Berkeley Course Guide)

Course Overview

Summary

Permutations, combinations, principle of inclusion and exclusion, generating functions, Ramsey theory. Expectation and variance, Chebychev's inequality, Chernov bounds. Birthday paradox, coupon collector's problem, Markov chains and entropy computations, universal hashing, random number generation, random graphs and probabilistic existence bounds.

Prerequisites

CS 170

Spring only

Workload

Time Commitment

3 hours of lecture and 1 hour of discussion per week.




UC Berkeley Course Guide