A session on discrete mathematics covers topics such as logic, sets, graphs, and combinatorics. The speaker emphasizes understanding key concepts and solving problems related to relations, graphs, and functions. The importance of logical reasoning and mathematical proofs is highlighted, along with practical examples and exercises to enhance comprehension.