I can second this recommendation. These books are excellent popular primers on the history of mathematics; "Prime Obsession" is the story of the Riemann hypothesis, "Unknown Quantity" is the story of modern algebra.

Also, if anyone has concerns because they don't agree with Derbyshire on his political views, rest assured that both books are entirely apolitical.