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
Download Free PDF / Read Online
Author(s): Alexander Sosnovshchenko, Oleksandr Baiev
Publisher: Packt Publishing
Published: February 2018
Format(s): Online
File size: –
Number of pages: 378
Download / View Link(s): This offer has ended.
Free as of 11/12/2023
Publisher: Packt Publishing
Published: February 2018
Format(s): Online
File size: –
Number of pages: 378
Download / View Link(s): This offer has ended.
Free as of 11/12/2023