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

Product type Paperback

Published in May 2021

Publisher Packt

ISBN-13 9781801070034

Length 450 pages

Edition 2nd Edition

Languages

Python

Tools

Elasticsearch

Concepts

Machine Learning

Authors (3):

Camilla Montonen

Rich Collier

Bahaaldine Azarmi

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Table of Contents (19) Chapters

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...