A matrix isn’t just a table of numbers—it hides four important subspaces that reveal everything about its structure. In this chapter, we’ll learn how to find the essential building blocks (bases) for each of these subspaces and understand their sizes (dimensions). This gives us a complete map of what a matrix can do and a clear geometric picture of linear systems.