BGM can refer to:

Locations Boddington Gold Mine, a gold mine in Western Australia.

Mathematics Bayesian Graphical Model, a form of probability model. Brace Gatarek Musiela LIBOR market model: a finance model, also called BGM in reference to some of its inventors

Medicine Blood glucose monitoring, or the device used to monitor blood glucose levels

Music Background music BGM (album), 1981 album by Yellow Magic Orchestra Bonnier Gazell Music BGM (song), track on 2019 Wale album Wow... That's Crazy Blackpool Grime Media, a grime music youtube channel (see Blackpool#Scenes)

Transport Bellingham railway station serving London, England (National Rail station code: BGM) Greater Binghamton Airport serving Binghamton, New York (IATA Code: BGM)

Other Bituminous geomembrane Black Guns Matter an abbreviation for the former Bell Globemedia, now Bell Media The US Military designation for a surface attack guided missile with multiple launch environments BGM-71 TOW missile BGM-109 Tomahawk missile