CmpE 343 Introduction to Probability and Statistics for Computer Engineers

Catalog Description: 

Introduction to probability theory. Random variables, expectation, variance and moment generating functions. Distributions: Bernoulli, binomial, uniform, Gaussian, exponential, Poisson, gamma. Introduction to statistical concepts. Sampling and sample statistics. Point and interval estimation. Hypothesis testing. Regression. Numerical and computational aspects of random variable generation, sampling, and estimation.

Credits: 

(3+1+0) 3 ECTS 6

Prerequisites: 

MATH 101

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Department of Computer Engineering, Boğaziçi University,
34342 Bebek, Istanbul, Turkey

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