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Machine learning with Spark: create scalable machine learning applications to power a modern data-driven business using Spark

โœ Scribed by Pentreath, Nick

Publisher
Packt Publishing Ltd
Year
2015
Tongue
English
Series
Community experience distilled
Category
Library
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โœฆ Synopsis

Getting up and running with Spark -- Designing a machine learning system -- Obtaining, processing, and preparing data with Spark -- Building a recommendation engine with Spark -- Building a classification model with Spark -- Building a regression model with Spark -- Building a clustering model with Spark -- Dimensionality reduction with Spark -- Advanced text processing with Spark -- Real-time machine learning with Spark streaming

โœฆ Table of Contents

Getting up and running with Spark --
Designing a machine learning system --
Obtaining, processing, and preparing data with Spark --
Building a recommendation engine with Spark --
Building a classification model with Spark --
Building a regression model with Spark --
Building a clustering model with Spark --
Dimensionality reduction with Spark --
Advanced text processing with Spark --
Real-time machine learning with Spark streaming

โœฆ Subjects

Machine learning;Spark (Electronic resource : Apache Software Foundation)

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