This book covers the fundamentals of measure theory and probability theory. Topics include the construction of Lebesgue measure via Caratheodory’s outer measure approach; integration and standard convergence theorems; complex measures Lp spaces Radon–Nikodym theorem and the Riesz representation theorem.