How did Jews loose Israel in the first place?

I have a question, in the Bible it says that Moses lead the slaves from Egypt (the Jews) to the Promised Land (Israel) but before 1945 there was hardly any Jews in Israel it was mainly Muslim, so what happend for the Jews to leave Israel before then and why did lots of them move to Europe and then to America? Why did they leave the Promised Land that God gave them?