TMZ reported Miller was found Friday in his California home and pronounced dead at the scene.
Born in Pittsburgh as Malcolm McCormick, he said he started rapping when he was 14.
Overall, he released five studio albums, including his latest, "Swimming," about a month ago. He planned to launch a tour for it in October.
Mac Miller was 26 years old.