This lecture covers the fundamentals of signal sampling and reconstruction, including the reconstruction of an analog signal, the sampling theorem (Shannon), multiplication with a Dirac comb, ideal sampling, and the duality with Fourier series. It also discusses the characteristics of sampled analog signals, periodic functions, sub-sampling, the Fish formula, and practical reconstruction systems.