A data-oriented introduction to the fundamental concepts and methods of applied statistics. Topics include: basic real data analysis using R, basic probability theory; random variables; Normal distribution; law of large numbers; Central Limit Theorem; statistical estimation; confidence intervals; hypothesis testing; simple linear regression; analysis of variance (ANOVA).