It's often used to describe something large, important, or grand, like:
* Bolshoi Theatre: The famous opera house in Moscow.
* Bolshoi Ballet: The renowned ballet company.
* Bolshoi Circus: A popular circus in Moscow.
However, "bolshoi" is not always translated as "big" in English. Sometimes it's used in its original Russian sense, especially when referring to something Russian.