Caleb Alexander was born in 1755 in Northfield, Massachusetts, a town founded by his grandfather. He attended Dartmouth, Yale, and Brown Universities, receiving degrees from the last two. When he graduated from Yale in 1777, he studied theology and received his license to preach in 1778. He held various assignments in New England, but found his calling in preaching to Indian populations in New York.