Sign In Start Free Trial
Account

Add to playlist

Create a Playlist

Modal Close icon
You need to login to use this feature.
  • Book Overview & Buying Machine Learning with Core ML
  • Table Of Contents Toc
Machine Learning with Core ML

Machine Learning with Core ML

By : Joshua Newnham
5 (1)
close
close
Machine Learning with Core ML

Machine Learning with Core ML

5 (1)
By: Joshua Newnham

Overview of this book

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 (12 chapters)
close
close

Summary

In this chapter, we introduced ML and its value by contrasting it against classical programming. We then spent some time exploring different applications of ML, and for each we speculated about the type of data, algorithms, and learning style used. This approach was taken to help demystify how ML works and to encourage you to start thinking about how you can leverage data to improve user experience and/or offer new functionality. We'll continue this approach throughout this book with (obviously) more emphasis on making use of ML by way of example applications related to computer vision.

In the next chapter, we will introduce Core ML, iOS's specifically designed framework for making ML accessible to developers with little or no experience with ML.

CONTINUE READING
83
Tech Concepts
36
Programming languages
73
Tech Tools
Icon Unlimited access to the largest independent learning library in tech of over 8,000 expert-authored tech books and videos.
Icon Innovative learning tools, including AI book assistants, code context explainers, and text-to-speech.
Icon 50+ new titles added per month and exclusive early access to books as they are being written.
Machine Learning with Core ML
notes
bookmark Notes and Bookmarks search Search in title playlist Add to playlist download Download options font-size Font size

Change the font size

margin-width Margin width

Change margin width

day-mode Day/Sepia/Night Modes

Change background colour

Close icon Search
Country selected

Close icon Your notes and bookmarks

Confirmation

Modal Close icon
claim successful

Buy this book with your credits?

Modal Close icon
Are you sure you want to buy this book with one of your credits?
Close
YES, BUY

Submit Your Feedback

Modal Close icon
Modal Close icon
Modal Close icon