The AI Experi tool provides various experiments and collections to explore machine learning, including drawing, language, music, and more. These experiments were created by Google's creative lab team and industry professionals to test the capabilities of machine learning in various fields. No coding is required for some experiences, making it easy for anyone to start exploring machine learning. Overall, the tool aims to simplify and showcase the potential of machine learning for creative and practical purposes.