This lecture introduces the basics of probability theory, covering topics such as probability spaces, random variables, o-algebras, measures, and measurable spaces. The instructor explains the concept of countably additive maps and the Borel o-algebra. Examples and exercises are provided to illustrate the theoretical concepts.