The family immigrated to then Mandate Palestine in 1923 and settled in Jerusalem. Danziger studied art at the Slade School of Fine Art 1934–37. He was influenced by his visits to the British Museum, the Anthropological Museum and the art from Ancient Egypt, Assyria, Babylon, Persia, India and Oceania and Africa.