The Leanpub 60 Day 100% Happiness Guarantee
Within 60 days of purchase you can get a 100% refund on any Leanpub purchase, in two clicks.
See full terms...
Create ML Studio. Training custom models without Python: tabular, image, sound, and motion classifiers using Create ML in Swift.
This book is 100% completeLast updated on 2026年03月30日
Unlock the power of custom Machine Learning on Apple platforms without a single line of Python. Master Create ML Studio to train bespoke Image, Sound, and Motion classifiers entirely in Swift. Leverage Swift 6 concurrency and advanced MLOps to automate retraining and ensure model quality. Stop relying on generic AI—build and deploy your own native, private intelligence today!
This book is 100% completeLast updated on 2026年03月30日
Unlock the power of custom Machine Learning on Apple platforms without a single line of Python. Master Create ML Studio to train bespoke Image, Sound, and Motion classifiers entirely in Swift. Leverage Swift 6 concurrency and advanced MLOps to automate retraining and ensure model quality. Stop relying on generic AI—build and deploy your own native, private intelligence today!
Minimum price
16ドル.99
25ドル.99
You pay
Author earns
Buying multiple copies for your team? See below for a discount!
EPUB
About
About the Book
Unlock the power of custom Machine Learning on Apple platforms without writing a single line of Python.
In Volume 5 of the Swift & AI Masterclass, developer and author Edgar Milvus dives deep into Create ML Studio, empowering you to train, evaluate, and deploy bespoke AI models using the language you love: Swift.
While the AI world often feels dominated by Python-centric tools, Apple has built a world-class framework that allows Swift developers to handle the entire ML lifecycle—from raw data ingestion to production deployment—within the Apple ecosystem. This book is your definitive guide to mastering that workflow.
Inside this volume, you will find:
- Comprehensive Classifier Training: Step-by-step guides to building custom Image, Sound, Text, and Motion classifiers tailored to your app's specific needs.
- Modern Swift 6 Integration: Learn how to orchestrate resource-intensive training tasks using async/await, Actors, and the @Observable macro for a responsive and thread-safe experience.
- Advanced Feature Engineering: Master MLDataTable to clean, transform, and enrich your data, ensuring your models learn from the highest quality inputs.
- Model Quality & Performance: Techniques for data augmentation, hyperparameter tuning, and k-fold cross-validation to build robust models that generalize to the real world.
- Professional MLOps: Expert strategies for model versioning, signing .mlpackage files, and setting up CI/CD pipelines for automated model updates.
- Real-World SwiftUI Integration: Practical examples of bringing your custom models to life in interactive applications.
Whether you are building a plant identifier, a real-time gesture recognizer for accessibility, or a personalized recommendation engine, this book provides the theoretical foundations and the production-ready code you need.
Stop relying on generic models and start building custom intelligence. Master Create ML with Swift today!
Team Discounts
Team Discounts
Get a team discount on this book!
Up to 3 members
- Minimum price
- 42ドル.00
- Suggested price
- 64ドル.00
Up to 5 members
- Minimum price
- 67ドル.00
- Suggested price
- 103ドル
Up to 10 members
- Minimum price
- 118ドル
- Suggested price
- 181ドル
Up to 15 members
- Minimum price
- 169ドル
- Suggested price
- 259ドル
Up to 25 members
- Minimum price
- 254ドル
- Suggested price
- 389ドル
Earn 8ドル on a 10ドル Purchase, and 16ドル on a 20ドル Purchase
We pay 80% royalties on purchases of 7ドル.99 or more, and 80% royalties minus a 50 cent flat fee on purchases between 0ドル.99 and 7ドル.98. You earn 8ドル on a 10ドル sale, and 16ドル on a 20ドル sale. So, if we sell 5000 non-refunded copies of your book for 20ドル, you'll earn 80,000ドル.
(Yes, some authors have already earned much more than that on Leanpub.)
In fact, authors have earned over 15ドル million writing, publishing and selling on Leanpub.
Learn more about writing on Leanpub
Free Updates. DRM Free.
If you buy a Leanpub book, you get free updates for as long as the author updates the book! Many authors use Leanpub to publish their books in-progress, while they are writing them. All readers get free updates, regardless of when they bought the book or how much they paid (including free).
Most Leanpub books are available in PDF (for computers) and EPUB (for phones, tablets and Kindle). The formats that a book includes are shown at the top right corner of this page.
Finally, Leanpub books don't have any DRM copy-protection nonsense, so you can easily read them on any supported device.
Learn more about Leanpub's ebook formats and where to read them
Write and Publish on Leanpub
You can use Leanpub to easily write, publish and sell in-progress and completed ebooks and online courses!
Leanpub is a powerful platform for serious authors, combining a simple, elegant writing and publishing workflow with a store focused on selling in-progress ebooks.
Leanpub is a magical typewriter for authors: just write in plain text, and to publish your ebook, just click a button. (Or, if you are producing your ebook your own way, you can even upload your own PDF and/or EPUB files and then publish with one click!) It really is that easy.