Create ML

Create ML is a macOS application and framework developed by Apple for building and training machine learning models without writing code. It provides a graphical interface to create models for tasks like image classification, object detection, sound classification, and text analysis using drag-and-drop functionality. It leverages Apple's Core ML framework to generate models optimized for on-device inference across Apple platforms like iOS, macOS, watchOS, and tvOS.

Also known as: CreateML, Create-ML, Apple Create ML, Create ML Tool, Create ML Framework

Why learn Create ML?

Developers should learn Create ML when building machine learning features for Apple ecosystems, as it simplifies model creation for common tasks without requiring deep ML expertise. It's ideal for prototyping, educational purposes, or integrating lightweight ML into apps where data privacy and on-device processing are priorities, such as in mobile apps with real-time image recognition or natural language processing.

Learning Resources

• docs: Apple Developer Documentation: Create ML
• video: WWDC 2019: Introducing Create ML
• tutorial: Ray Wenderlich Tutorial: Getting Started with Create ML
• tutorial: Hacking with Swift: Create ML in Swift
• docs: Apple Machine Learning Journal: Create ML Case Studies