Practical Artificial Intelligence with Swift. From Fundamental Theory to Development of AI-Driven Apps Mars Geldard, Jonathon Manning, Paris Buttfield-Addison
- Autorzy:
- Mars Geldard, Jonathon Manning, Paris Buttfield-Addison
- Wydawnictwo:
- O'Reilly Media
- Ocena:
- Stron:
- 526
- Dostępne formaty:
-
ePubMobi
Opis
książki
:
Practical Artificial Intelligence with Swift. From Fundamental Theory to Development of AI-Driven Apps
Create and implement AI-based features in your Swift apps for iOS, macOS, tvOS, and watchOS. With this practical book, programmers and developers of all kinds will find a one-stop shop for AI and machine learning with Swift. Taking a task-based approach, you’ll learn how to build features that use powerful AI features to identify images, make predictions, generate content, recommend things, and more.
AI is increasingly essential for every developer—and you don’t need to be a data scientist or mathematician to take advantage of it in your apps. Explore Swift-based AI and ML techniques for building applications. Learn where and how AI-driven features make sense. Inspect tools such as Apple’s Python-powered Turi Create and Google’s Swift for TensorFlow to train and build models.
- I: Fundamentals and Tools—Learn AI basics, our task-based approach, and discover how to build or find a dataset.
- II: Task Based AI—Build vision, audio, text, motion, and augmentation-related features; learn how to convert preexisting models.
- III: Beyond—Discover the theory behind task-based practice, explore AI and ML methods, and learn how you can build it all from scratch... if you want to
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Simulation and synthesis are core parts of the future of AI and machine learning. Consider: programmers, data scientists, and machine learning engineers can create the brain of a self-driving car without the car. Rather than use information from the real world, you can synthesize artificial data using simulations to train traditional machine learni-
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What will you learn from this book?Swift is best known as Apple's programming language of choice for developing apps on iOS, iPadOS, macOS, watchOS, and tvOS. But it's far more versatile than that. Open source Swift is also gaining ground as a language for systems programming and server-side code, and it runs on Linux and Windows. So where do you s-
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Szczegóły książki
- ISBN Ebooka:
- 978-14-920-4476-5, 9781492044765
- Data wydania ebooka :
-
2019-09-03
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- Język publikacji:
- 1
- Rozmiar pliku ePub:
- 39.1MB
- Rozmiar pliku Mobi:
- 90.2MB
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