Class inheritance allows a child class to inherit attributes and methods from a parent class. The child class can override methods from the parent class. Data hiding prefixes attributes with double underscores to make them only accessible through class methods and prevent direct access from outside the class. Overriding methods allows child classes to provide specialized functionality compared to the parent class.