Since the fundamental work of Lebesgue, integration has been interpreted in terms of measure theory. This work starts with the historical development of the notion of the integral and a review of the Riemann integral. It covers topics including: the Fundamental Theorem of Calculus, Fubini's Theorem, $L_p$ spaces and the Radon-Nikodym Theorem.