Practical Artificial Intelligence with Swift: From Fundamental Theory to Development of AI-Driven Apps
Authors: Mars Geldard – Jonathon Manning – Paris Buttfield-Addison – Tim Nugent
ISBN-10: 1492044814
ISBN-13: 9781492044819
Edition 版次: 1
Publication Date 出版日期: 2019-11-05
Print Length 页数: 526 pages
Book Description
By finelybook
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
1.Fundamentals and Tools
1.Artifncial Intelligencel?
2.Tools for Artificial Intelligence
3.Finding or Building a Dataset
ll.Tasks
4.Vision
5.Audio
6.Text and Language
7.Motion and Gestures
8.Augmentation
9.Beyond Features
ll.Beyond
10.Al and ML Methods
11.Looking Under the Hood
12.The Hard Way
Index
