Google AI Hub is a platform offering access to pre-trained machine learning models, datasets, and tools for AI application development. It is user-friendly and free to use, requiring only a Google account for access, and offers support for various programming languages, with Python being recommended for beginners. Users can upload their own datasets, modify models, and share custom models to further enhance the AI community.