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You're reading from Machine Learning with the Elastic Stack Expert techniques to integrate machine learning with distributed search and analytics

Product type Paperback

Published in Jan 2019

Publisher Packt

ISBN-13 9781788477543

Length 304 pages

Edition 1st Edition

Tools

Elasticsearch

Concepts

Machine Learning

Authors (2):

Bahaaldine Azarmi

Rich Collier

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Table of Contents (12) Chapters

Preface

Machine Learning for IT FREE CHAPTER

Installing the Elastic Stack with Machine Learning

Event Change Detection

IT Operational Analytics and Root Cause Analysis

Security Analytics with Elastic Machine Learning

Alerting on ML Analysis

Using Elastic ML Data in Kibana Dashboards

Using Elastic ML with Kibana Canvas

Forecasting

ML Tips and Tricks

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Summary

At this point, you should have installed Elastic ML and have a decent understanding of how to use it to analyze data in real time in Elasticsearch. In the next chapter, Chapter 3, Event Change Detection you will start learning additional ways to effectively use ML to solve a variety of new use cases.

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Authors (3)

Rich Collier

Rich Collier is a solutions architect at Elastic. Joining the Elastic team from the Prelert acquisition, Rich has over 20 years' experience as a solutions architect and pre-sales systems engineer for software, hardware, and service-based solutions. Rich's technical specialties include big data analytics, machine learning, anomaly detection, threat detection, security operations, application performance management, web applications, and contact center technologies. Rich is based in Boston, Massachusetts.

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Bahaaldine Azarmi

Bahaaldine Azarmi, or Baha for short, is the head of solutions architecture in the EMEA South region at Elastic. Prior to this position, Baha co-founded ReachFive, a marketing data platform focused on user behavior and social analytics. He has also worked for a number of different software vendors, including Talend and Oracle, where he held positions as a solutions architect and architect. Prior to Machine Learning with the Elastic Stack, Baha authored books including Learning Kibana 5.0, Scalable Big Data Architecture, and Talend for Big Data. He is based in Paris and holds an MSc in computer science from Polytech'Paris.

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Bahaaldine Azarmi

Bahaaldine Azarmi, Global VP Customer Engineering at Elastic, guides companies as they leverage data architecture, distributed systems, machine learning, and generative AI. He leads the customer engineering team, focusing on cloud consumption, and is passionate about sharing knowledge to build and inspire a community skilled in AI.

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