The biggest challenge in integrating wind power into the electric grid is wind's unpredictability and intermittency. In this work, important wind characteristics are presented and the connection between wind speed and wind power farm output power is explained. An overview of the forecasting methods used in wind speed and wind power prediction is given, with the emphasis on their variety. Various wind forecasting methods are discussed including simple persistence technique, statistical methods, hybrid approaches, and complex numerical forecasts.