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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.