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  • Book Overview & Buying Machine Learning with Core ML
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Machine Learning with Core ML

Machine Learning with Core ML

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Machine Learning with Core ML

Machine Learning with Core ML

5 (1)

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)
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Emotion Detection with CNNs

Up until recently, interacting with a computer was not too dissimilar from interacting with, say, a power tool; we pick it up, turn it on, manually control it, and then put it down until the next time we require it for that specific task. But recently, we are seeing signs that this is about to change; computers allow natural forms of interaction and are becoming more ubiquitous, more capable, and more ingrained in our daily lives. They are becoming less like heartless dumb tools and more like friends, able to entertain us, look out for us, and assist us with our work.

With this shift comes a need for computers to be able to understand our emotional state. For example, you don't want your social robot cracking a joke after you arrive back from work having lost your job (to an AI bot!). This is a field of computer science known as...

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Machine Learning with Core ML
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