METAR stands for METorological Aerodome Report. Depending on the reporting entity it is either automatically or manually filled out weather data for the purpose of aviation operations. This information is generally updated once per hour and reports only the weather at the time of recording. It does not forecast future weather.
TAF stands for Terminal Aerodrome Forecast is the forecasted weather conditions of an area, for the purposes of aviation operations.