When responding officers arrived at the scene near Venice and Robertson boulevards Thursday night, they found a suspect holding a woman hostage.
Authorities say the man ran and officers shot him. He had a minor injury to the head and was treated and released from a hospital.
He was taken into custody and faces charges of attempted murder.
No one else was injured in the incident.