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 a 0 of 1. A bit is the basic unit of memory used by all computers. Bit can be stored as magnetic signals (hard drives), light signals (CDs, DVDs) and electrical signals (RAM, transistors).