Turi Create is a machine learning toolkit developed by Apple that enables developers to build custom machine learning models without deep ML expertise. It provides task-oriented interfaces for common ML problems including recommender systems, image classification, object detection, sound classification, and activity recognition. The framework supports diverse data types including text, images, audio, video, and sensor data, and exports trained models to Core ML format for deployment on Apple platforms.