Probability Theory is the foundation of statistical methodologies, which is fundamental in the practice of science. From this course students will get precise mathematical understanding of probabilities and sigma-algebras, random weak convergence, characteristic functions, the central limit theorem, Lebesgue decomposition, conditioning.