Probstat

This is a course web page for the course Probability and Statistics for Computer and Software Engineers.

Topics

Introduction
Elements of probability: axioms of probability, conditional probability, independence, Bayes' formula
Discrete random variables and expectations: random variables, expected values, variances, jointly distributed random variables
Tail bounds and analysis of randomized algorithms
Continuous random variables
Sampling
Parameter estimation
Hypothesis testing
Regression
Analysis of Variance