The document discusses various methods of mathematical proof, including direct proof, contrapositive, proof by contradiction, and proof by cases. It illustrates these techniques through examples, such as proving properties of even and odd numbers, irrationality, and the infinitude of primes. The lecture emphasizes the importance of logical reasoning and the relationship between statements within proofs.