Machine Learning with Swift
Machine learning has become a hot topic for developers who want to impart intelligent functionality to their applications. In this book, we'll show you how to incorporate various machine learning libraries available for iOS developers. You’ll quickly get acquainted with the machine learning fundamentals and implement various algorithms with Swift.
Offered by
Difficulty Level
Intermediate
Completion Time
12h36m
Language
English
About Book
Who Is This Book For?
iOS developers who wish to create smarter iOS applications using the power of machine learning will find this book to be useful. This book will also benefit data science professionals who are interested in performing machine learning on mobile devices. Familiarity with Swift programming is all you need to get started with this book.
Machine Learning with Swift
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 12h36m total length
Getting started with Machine Learning
Decision Tree Learning
K-Neares Neighbor Classifier
Clustering
Rule learning
Linear Regression and Gradient Descent
Logistic Regression
Neural Networks
Convolutional Neural Networks and Computer Vision
Word Embeddings and Natural Language Processing
Machine Learning Libraries
Optimizing neural networks for mobile devices
Best Practices
Related Resources
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