This monograph is an exposition of the theory of central simple algebras with involution, in relation to linear algebraic groups. It provides the algebra-theoretic foundations for much of the recent work on linear algebraic groups over arbitrary fields. This book is intended for graduate students and research mathematicians interested in central simple algebras, linear algebraic groups, nonabelian Galois cohomology, and composition or Jordan algebras.