This lecture covers the uncertainty principle in quantum mechanics, focusing on compatible observables, system states, and the mathematical representation of uncertainty. It discusses the incompatibility of observables, eigenvalues, and linear transformations. The lecture also explores the change of basis, time evolution, and matrix elements of operators.