Dictionaries in Python are collections of key-value pairs that are unordered and can use different data types for keys. Keys provide access to their associated values and keys must be unique within a dictionary. Dictionaries allow modeling real-world things like chessboards or tic-tac-toe boards using nested dictionaries and lists.