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Machine Learning with Apache Spark Quick Start Guide

You're reading from   Machine Learning with Apache Spark Quick Start Guide Uncover patterns, derive actionable insights, and learn from big data using MLlib

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Product type Paperback
Published in Dec 2018
Publisher Packt
ISBN-13 9781789346565
Length 240 pages
Edition 1st Edition
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Author (1):
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Jillur Quddus Jillur Quddus
Author Profile Icon Jillur Quddus
Jillur Quddus
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Summary

In this chapter, we have trained and evaluated various unsupervised machine learning models and techniques in Apache Spark using a variety of real-world use cases, including partitioning the various substances found in the human brain using image segmentation and helping to develop a movie recommendation system by reducing the dimensionality of a high-dimensional user-community movie ratings dataset.

In the next chapter, we will develop, test, and evaluate some common algorithms that are used in natural language processing (NLP) in an attempt to train machines to automatically analyze and understand human text and speech!

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