The lecture explains how to convert binary numbers to hexadecimal and vice versa, emphasizing the relationship between their bases. Each hexadecimal digit corresponds to a group of four binary digits. It demonstrates conversions through examples, including both whole and fractional binary numbers, providing clear methods for both conversions.