Machine Learning with the Elastic Stack
Expert techniques to integrate machine learning with distributed search and analytics
1st Edition
Published on 23. September 2024
304 pages
978-1-78847-177-0 (ISBN)
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New editions
Rich Collier | Camilla Montonen | Bahaaldine Azarmi
Machine Learning with the Elastic Stack
Gain valuable insights from your data with Elastic Stack's machine learning features
E-Book
06/2024
2nd Edition
Packt Publishing Limited
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Additional editions
Rich Collier | Bahaaldine Azarmi
Machine Learning with the Elastic Stack
Expert techniques to integrate machine learning with distributed search and analytics
Book
01/2019
Packt Publishing
€51.00
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Persons
Collier Rich :
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.Azarmi Bahaaldine :
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.
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.Azarmi Bahaaldine :
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.
Content
Table of Contents - Machine Learning for IT
- 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
- 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
