This lecture covers the concept of adaptive equalization in digital communication systems, focusing on compensating for channel distortion by adjusting filter coefficients in real-time using the LMS algorithm. The instructor explains how the equalizer adapts to changing channel conditions, utilizes a training sequence for bootstrapping, and implements data-driven adaptation for error correction and tracking time-varying channels.