Kniha Machine Learning by Tutorials (Second Edition) Matthijs Hollemans

Machine Learning by Tutorials (Second Edition)

Beginning Machine Learning for Apple and iOS

Jazyk: Angličtina
Vazba: Brožovaná
Vydavatel: Razeware LLC
Dostupnost: Skladem u dodavatele
Odesíláme za 9-15 dnů
1 232
Learn Machine Learning!Machine learning is one of those topics that can be daunting at first blush....

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2021
Stránek
600
EAN
9781942878933
ISBN
1942878931
Enbook ID
36648925
Vydavatel
Hmotnost
1016
Rozměry
191 x 235 x 31

Kompletní popis

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 For

This 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 Tutorials
  • CoreML: 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!

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