Cohomology groups are algebraic structures that provide a systematic way to study topological spaces by assigning groups to these spaces, capturing information about their shape and structure. They serve as powerful invariants in algebraic topology, allowing for the classification of spaces and the detection of topological features such as holes of various dimensions.