Two others very good books, inspiring autobiographies:
"A mathematician grappling with his century", by Laurent Schwartz. Another great french mathematician. This book is even better, in my opinion than the one of André Weil, "The Apprenticeship of a Mathematician", which is already very interesting.
"I Want to Be a Mathematician: An Automathography", by Paul R. Halmos.