Function spaces are mathematical constructs that provide a framework for analyzing collections of functions, often with specific properties, and are fundamental in fields like functional analysis and differential equations. They allow for the study of convergence, continuity, and other functional properties in a structured way, enabling advanced mathematical and physical problem-solving.