We will discuss in this course a variety of topics including sampling; randomness; distribution functions; test of significance; conditional probabilities; derivation of common discrete distributions; correlation analysis; curve fitting; regression; analysis of variance; chi-square analysis; expectation operator; properties of estimators. Upon completing the course, students will develop a comprehensive understanding of statistical theories and apply them to issues of the real world.