This book explores much of advanced mathematics, starting from the milestone given by mathematical analysis and moving on to differential and fractal geometry, mathematical logic, algebraic topology, advanced statistics, and numerical analysis. At the same time, comprehensive insights about differential and integral equations, functional analysis, and advanced matrix and tensor development will be provided. With the mathematical background exposed, it will be possible to understand all the mechanisms for describing scientific knowledge expressed through a wide variety of formalisms.