Binary: Any system of two values. For example, on/off, 1/0, black/white.
Bit: Bit stands for binary digit. In computer science, a bit can be either zero or one. A bit is the basic unit of memory used by all computers. Bits can be stored as magnetic signals (hard drives), light signals (CDs, DVDs), and electrical signals (RAM, transistors).