Create ML is an official machine learning model training framework released by Apple, which allows for the convenient training of Core ML models on Mac devices. It provides various model types such as images, videos, and text, and users can start the model training process by simply preparing datasets and setting parameters. Create ML also offers a Swift API, supporting model training on platforms like iOS.