Covers algorithms of cleaning and munging data, probability theory and common distributions, statistical simulation, drawing inferences from data, and basic statistical modeling.

Introduction to probability, random processes and basic statistical methods ... Descriptive and inferential statistics, as well as time-varying random processes and their spectral analysis are ...

Provides a one-semester course in probability and statistics with applications in the engineering ... density functions, distributions. Introduction to estimation, hypothesis testing, regression and ...

Introduction to probability theory and statistical methods necessary for analyzing the behavior of processes and experiments. Statistical tests for detecting significant changes in process parameters.