The Google Collections API provides several new collection types and implementations that are part of the Guava project. Key classes include Multimap for mapping multiple values to a key, Multiset for collections that allow duplicates, BiMap for unique-valued maps, and Immutable collections that cannot be modified once created. Predicates and Functions allow filtering and transforming collection elements.