Is BFA considered as graduate course?

No, a Bachelor of Fine Arts (BFA) is an undergraduate degree. It's a bachelor's degree, typically a four-year program, focused on artistic practice and theory. Graduate-level study in the arts would typically be a Master of Fine Arts (MFA).