Atsuko Tanaka may refer to:
- Atsuko Tanaka (animator) (active from 1979), Japanese animator
- Atsuko Tanaka (artist) (1932–2005), Japanese avant-garde artist
- Atsuko Tanaka (ski jumper) (born 1992), Canadian Olympic ski jumper
- Atsuko Tanaka (voice actress) (1962–2024), Japanese voice actress