Practical Artificial Intelligence with Swift: From Fundamental Theory to Development of AI-Driven Apps Spiral-Bound |

Mars Geldard, Jonathon Manning, Paris Buttfield-Addison, Tim Nugent

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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
Publisher: Ingram Publisher Services
Original Binding: Trade Paperback
Pages: 523 pages
ISBN-10: 1492044814
Item Weight: 2.42 lbs
Dimensions: 7.0 x 1.87 x 9.2 inches
Marina Rose Geldard, more commonly known as Mars, is a Computer Scientist from Down Under in Tasmania. Entering the world of technology relatively late as a mature-aged student, she has found her place in the world: an industry where she can apply her lifelong love of mathematics and optimisation.

A compulsive volunteer at industry events, Mars also teaches artificial intelligence to first-year ICT students, hikes around in the Tasmanian wilderness, dabbles in research, and builds Game of Thrones in Minecraft.

Mars has been awarded the MJ Rees Prize (for excellence in Information Systems academia) at the University of Tasmania, and is an Apple WWDC Scholarship recipient for 2018. Mars is on the organising committee for Australia's longest running Apple developer event, the /dev/world conference (which is now in its 11th year), and serves on the board for her state's branch of the Australian Computer Society (ACS).