Functional Programming with Python is a document about functional programming. It discusses how functional programming is a more abstract approach that views a program as evaluations of mathematical functions, focusing more on what to compute rather than how to compute it. The document also notes that functional programming is a more abstract approach than imperative programming, which focuses on algorithms as recipes for how to program.