Binary code represents data using 0s and 1s. Gray code is a binary system where two consecutive values differ in only one bit, making it useful for minimizing errors in digital circuits. To convert between binary and Gray code, the most significant bit will remain the same while other bits are converted using logic gates that flip values based on adjacent less significant bits.