An introductory course designed for sophomore engineering students that introduces the fundamentals of probability and statistics without the use of transforms. Coverage includes descriptive statistics, basics of probability theory, multiple random variables, expectation, Markov chains, and statistical testing. Computer simulations of probabilistic systems are included. Examples are taken from engineering systems. This course cannot be taken for credit in addition to ENG EC 381. 2.0 cr