This is a graduate course about some of the fundamental subjects of Mathematical Analysis. We assume some familiarity with the contents of undergraduate courses of Abstract Mathematics and Advanced Calculus. We will start with Metric Spaces, then we will turn to the concepts of measure and integration. Then we see normed and Banach Spaces and finally Hilbert Spaces and their linear bounded operators.