Machine Learning with Swift

Machine Learning with Swift will be your guide as you embark on an exciting journey in machine learning using the popular Swift language. We’ll start with machine learning basics in the first part of the book to develop a lasting intuition about fundamental machine learning concepts. Plus, the scripting capabilities of the Lua language give you full control over game. (Limited-time offer)

Table of Contents

• Getting Started with Machine Learning
• Classification – Decision Tree Learning
• K-Nearest Neighbors Classifier
• K-Means Clustering
• Association Rule Learning
• Linear Regression and Gradient Descent
• Linear Classifier and Logistic Regression
• Neural Networks
• Convolutional Neural Networks
• Natural Language Processing
• Machine Learning Libraries
• Optimizing Neural Networks for Mobile Devices
• Best Practices

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