Core ML References

A list of useful materials about Create ML and Core ML.

I created it during my preparation to a talk "From SwiftUI to Core ML and back: text analysis in iOS.".

Youtube:

Slides:

WWDC videos

All Core ML sessions, especially:

• Deploy machine learning and AI models on-device with Core ML
• Get models on device using Core ML Converters
• Make apps smarter with Natural Language
• Training Text Classifiers in Create ML
• Introducing the Create ML App

Books

• Core ML Survival Guide by Matthijs Hollemans
• Machine Learning by Tutorials by Kodeco
• Machine Learning with Core ML by Joshua Newnham
• Mastering Machine Learning with Core ML and Python by AppCoda

Tools

• Core ML Tools. Convert models from TensorFlow, PyTorch, and other libraries to Core ML.
• exporters. Export Hugging Face models to Core ML and TensorFlow Lite
• CoreMLHelpers. Types and functions that make it a little easier to work with Core ML in Swift.

Author

Artem Novichkov, https://www.artemnovichkov.com/