Machine Learning with Core ML

Leverage the power of Apple's Core ML to create smart iOS apps

Machine Learning with Core ML

Joshua Newnham

Leverage the power of Apple's Core ML to create smart iOS apps
Packt Subscription
FREE
$9.99/m after trial
eBook
$10.00
RRP $39.99
Save 74%
Print + eBook
$49.99
RRP $49.99
What do I get with a Packt subscription?
  • Exclusive monthly discount - no contract
  • Unlimited access to entire Packt library of 6500+ eBooks and Videos
  • 120 new titles added every month, on new and emerging tech
What do I get with an eBook?
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
What do I get with Print & eBook?
  • Get a paperback copy of the book delivered to you
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
What do I get with a Video?
  • Download this Video course in MP4 format
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
$0.00
$10.00
$49.99
$9.99 p/m after trial
RRP $39.99
RRP $49.99
Subscription
eBook
Print + eBook
Start a FREE 10-day trial

Frequently bought together


Machine Learning with Core ML Book Cover
Machine Learning with Core ML
$ 39.99
$ 10.00
C# Machine Learning Projects Book Cover
C# Machine Learning Projects
$ 35.99
$ 10.00
Buy 2 for $20.00
Save $55.98
Add to Cart

Book Details

ISBN 139781788838290
Paperback378 pages

Book Description

Core ML is a popular framework by Apple, with APIs designed to support various machine learning tasks. It allows you to train your machine learning models and then integrate them into your iOS apps.

Machine Learning with Core ML is a fun and practical guide that not only demystifies Core ML but also sheds light on machine learning. In this book, you’ll walk through realistic and interesting examples of machine learning in the context of mobile platforms (specifically iOS). You’ll learn to implement Core ML for visual-based applications using the principles of transfer learning and neural networks. Having got to grips with the basics, you’ll discover a series of seven examples, each providing a new use-case that uncovers how machine learning can be applied along with the related concepts.

By the end of the book, you will have the skills required to put machine learning to work in their own applications, using the Core ML APIs

Table of Contents

What You Will Learn

  • Understand components of an ML project using algorithms, problems, and data
  • Master Core ML by obtaining and importing machine learning model, and generate classes
  • Prepare data for machine learning model and interpret results for optimized solutions
  • Create and optimize custom layers for unsupported layers
  • Apply CoreML to image and video data using CNN
  • Learn the qualities of RNN to recognize sketches, and augment drawing
  • Use Core ML transfer learning to execute style transfer on images

Authors

Table of Contents

Book Details

ISBN 139781788838290
Paperback378 pages
Read More

Read More Reviews

Recommended for You

C# Machine Learning Projects Book Cover
C# Machine Learning Projects
$ 35.99
$ 10.00
Jupyter Cookbook Book Cover
Jupyter Cookbook
$ 31.99
$ 10.00
Git Version Control Cookbook - Second Edition Book Cover
Git Version Control Cookbook - Second Edition
$ 35.99
$ 10.00
GitHub Essentials - Second Edition Book Cover
GitHub Essentials - Second Edition
$ 23.99
$ 10.00
Mastering Numerical Computing with NumPy Book Cover
Mastering Numerical Computing with NumPy
$ 27.99
$ 10.00
Hands-On Full Stack Development with Spring Boot 2.0 and React Book Cover
Hands-On Full Stack Development with Spring Boot 2.0 and React
$ 35.99
$ 10.00