No, mainstream Islamic teachings forbid killing innocents. The Quran states that whoever kills an innocent soul has killed all of humanity (5:32).
Even in warfare, targeting civilians is prohibited. "Allahu Akbar" simply means "God is Greatest" and is part of regular worship.
Terrorist violence contradicts these principles and is widely condemned by Islamic scholars as a distortion of the faith.