raywenderlich Tutorial Team

Matthijs Hollemans

Alexis Gallagher

Audrey Tam

Chris LaPollo

Learn Machine Learning!Machine learning is one of those topics that can be daunting at first blush. It's not clear where to start, what path someone should take and what APIs to learn in order to get started teaching machines how to learn.This is where Machine Learning by Tutorials comes in! In this book, we'll hold your hand through a number of tutorials, to get you started in the world of machine learning. We'll cover a wide range of popular topics in the field of machine learning, while developing apps that work on iOS devices.Who This Book Is ForThis books is for the intermediate iOS developer who already knows the basics of iOS and Swift development, but wants to understand how machine learning works.Topics covered in Machine Learning by TutorialsCoreML: Learn how to add a machine learning model to your iOS apps, and how to use iOS APIs to access it.Create ML: Learn how to create your own model using Apple's Create ML Tool.Turi Create and Keras: Learn how to tune parameters to improve your machine learning model using more advanced tools.Image Classification: Learn how to apply machine learning models to predict objects in an image.Convolutional Networks: Learn advanced machine learning techniques for predicting objects in an image with Convolutional Neural Networks (CNNs).Sequence Classification: Learn how you can use recurrent neural networks (RNNs) to classify motion from an iPhone's motion sensor.Text-to-text Transform: Learn how to use machine learning to convert bodies of text between two languages.By the end of this book, you'll have a firm understanding of what machine learning is, what it can and cannot do, and how you can use machine learning in your next app!

Beginning Machine Learning for Apple and IOS

Machine Learning by Tutorials (Second Edition)

Matt Galloway

Janie Clayton

Learn How To Program with Swift 2! Swift is the easiest way to get started developing on Apple's platforms: iOS, OS X, watchOS and tvOS. With the release of Swift 2 in 2015, the Swift language is packed with even more features and enhancements. In this book, you'll learn the basics of Swift from getting started with playgrounds to simple operations to building your own types. Everything you'll learn is platform-neutral; you'll have a firm understanding of Swift by the end of this book, and you'll be ready to move on to whichever app platform you're interested in. Who This Book Is For: This book is for complete beginners to Swift 2. No prior programming experience is necessary! Topics Covered in The Swift Apprentice Playground basics: Learn about the coding environment where you can quickly and easily try out your code as you learn. Numbers and strings: These are the basic kinds of data in any app -learn how to use them in Swift. Making Decisions: Your code doesn't always run straight through -learn how to use conditions and decide what to do. Functions: Group your code together into reusable chunks to run and pass around. Collection Types: Discover the many ways Swift offers to store and organize data into collections. Building Your Own Types: Learn how to model elements in your app using classes, structures and enumerations. Protocols & Protocol-Oriented Programming: Define protocols to make your code more interface-based and compositional. Error Handling: Make your code more robust and flexible by signaling and handling error conditions gracefully. Functional Programming: Learn how to use Swift in a functional style and how this can make your code clearer and easier to reason about. After reading this book and completing your Swift apprenticeship by working through the included exercises and challenges, you'll be ready to take on app development on the platform of your choice!"

Beginning Programming with Swift 2

The Swift Apprentice

Alexis Gallagher

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