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Machine Learning with the Elastic Stack

You're reading from   Machine Learning with the Elastic Stack Gain valuable insights from your data with Elastic Stack's machine learning features

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Product type Paperback
Published in May 2021
Publisher Packt
ISBN-13 9781801070034
Length 450 pages
Edition 2nd Edition
Languages
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Authors (3):
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Camilla Montonen Camilla Montonen
Author Profile Icon Camilla Montonen
Camilla Montonen
Rich Collier Rich Collier
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Rich Collier
Bahaaldine Azarmi Bahaaldine Azarmi
Author Profile Icon Bahaaldine Azarmi
Bahaaldine Azarmi
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Toc

Table of Contents (19) Chapters Close

Preface 1. Section 1 – Getting Started with Machine Learning with Elastic Stack
2. Chapter 1: Machine Learning for IT FREE CHAPTER 3. Chapter 2: Enabling and Operationalization 4. Section 2 – Time Series Analysis – Anomaly Detection and Forecasting
5. Chapter 3: Anomaly Detection 6. Chapter 4: Forecasting 7. Chapter 5: Interpreting Results 8. Chapter 6: Alerting on ML Analysis 9. Chapter 7: AIOps and Root Cause Analysis 10. Chapter 8: Anomaly Detection in Other Elastic Stack Apps 11. Section 3 – Data Frame Analysis
12. Chapter 9: Introducing Data Frame Analytics 13. Chapter 10: Outlier Detection 14. Chapter 11: Classification Analysis 15. Chapter 12: Regression 16. Chapter 13: Inference 17. Other Books You May Enjoy Appendix: Anomaly Detection Tips

Custom dashboards and Canvas workpads

It's clear that now that we know the ins and outs of the results index, which stores all the goodness that comes out of Elastic ML's anomaly detection and forecast analytics, our imagination is the limit concerning how we can then express those results in a way that is meaningful for our own goals. This section will briefly explore some of the concepts and ideas that you can use to bring Elastic ML's results to a big screen near you!

Dashboard "embeddables"

One recent addition to the capabilities of Elastic ML is the ability to embed the Anomaly Explorer timeline ("swim lanes") into existing custom dashboards. To accomplish this, simply click the "three dots" menu at the top right of the Anomaly timeline and select the Add to dashboard option:

Figure 5.30 – Adding the Anomaly timeline to another dashboard

At this point, select which part of the swim lane views you...

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