Data structures in perl discusses references, arrays, hashes, and arrays of arrays/hashes in Perl. References store the memory addresses of variables and values. Arrays and hashes can be created anonymously and stored in scalar references. Arrays of arrays/hashes allow storing related data in a 2D structure, where each inner array/hash represents a record. Circular references between objects must be avoided to prevent memory leaks.