When we try to measure a weak signal, a lower limit is always set by the spontaneous fluctions of the current, voltage, and other physical variables. Noise is a significant problem in science and engineering, because it places an ultimate sensitivity on every precision measurement. In this course general mathematical methods, physical origins, and characteristics of noise in various devices and systems will be discussed.