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Kibana 8.x – A Quick Start Guide to Data Analysis

You're reading from   Kibana 8.x – A Quick Start Guide to Data Analysis Learn about data exploration, visualization, and dashboard building with Kibana

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Product type Paperback
Published in Feb 2024
Publisher Packt
ISBN-13 9781803232164
Length 198 pages
Edition 1st Edition
Tools
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Author (1):
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Krishna Shah Krishna Shah
Author Profile Icon Krishna Shah
Krishna Shah
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Table of Contents (17) Chapters Close

Preface 1. Part 1: Exploring Kibana
2. Chapter 1: Introduction to Kibana FREE CHAPTER 3. Chapter 2: Creating Data Views and Introducing Spaces 4. Chapter 3: Discovering the Data through Discover 5. Part 2: Visualizations in Kibana
6. Chapter 4: How About We Visualize? 7. Chapter 5: Powering Visualizations with Near Real-Time Updates 8. Part 3: Analytics on a Dashboard
9. Chapter 6: Data Analysis with Machine Learning 10. Chapter 7: Graph Visualization 11. Chapter 8: Finally, the Dashboard 12. Part 4: Querying on Kibana and Advanced Concepts
13. Chapter 9: ES|QL and Advanced Kibana Concepts 14. Chapter 10: Query DSL and Management through Kibana 15. Index 16. Other Books You May Enjoy

Data Analysis with Machine Learning

Machine learning has revolutionized the way we analyze and interpret data. With its advanced algorithms, it has become easier to uncover patterns and trends that were once hidden. One such tool that harnesses the power of machine learning is Kibana. Kibana provides a free Data Visualizer feature, enabling users to gain deeper insights into their data. If your data is stored in Elasticsearch and includes a time field, Data Visualizer can help you identify potential fields for anomaly detection. Anomaly detection is crucial in today’s rapidly evolving landscape as it allows us to detect unusual or suspicious activities that may indicate cyberattacks, infrastructure problems, or business issues.

By leveraging machine learning algorithms, Kibana’s anomaly detection feature can automatically spot anomalies in your data without the need for extensive human effort. This saves valuable time and resources while ensuring that critical events...

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