Lists, tuples, and dictionaries are common data structures in Python. Lists are mutable sequences that are defined using square brackets. Tuples are immutable sequences defined using parentheses. Dictionaries store key-value pairs within curly braces, with unique keys. These data structures support operations like indexing, slicing, length checking, membership testing, and iteration.