This lecture explains the importance of sampling strategies for signals, focusing on band-limited signals and the potential issues of aliasing. It covers the concept of raw sampling, band-limiting signals, ideal low-pass filtering, sync sampling, and sync interpolation, emphasizing the need to control errors in the sampling process. The lecture also discusses the projection onto the space of band-limited functions, mean square error minimization, and the reconstruction of continuous time signals from samples.