Partial fraction decomposition is a "magical" algebraic technique that turns intimidating, seemingly "impossible" rational function integrals into a simple sum of easily solvable pieces, such as logarithms and inverse tangents. It is a systematic process used to integrate rational functions by factoring the denominator and breaking down a complex fraction into simpler components.