Descriptive statistics and data visualization, probability, axioms, rules, conditional probability, Bayes theorem, independence, discrete and continuous random variables, Binomial, Poisson, exponential and normal distributions, sampling distributions (t, chi-square and F distributions), moment estimators, point and interval estimation, hypothesis testing, test for mean and variance, test for two means and two variances, paired t-test, test for one and two proportions, correlation and simple regression, generation of random numbers.