Mastering Kibana 6.x
Packt Publishing Limited (Verlag)
978-1-78883-103-1 (ISBN)
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Get to grips with Kibana and its advanced functions to create interactive visualizations and dashboards
Key Features
Explore visualizations and perform histograms, stats, and map analytics
Unleash X-Pack and Timelion, and learn alerting, monitoring, and reporting features
Manage dashboards with Beats and create machine learning jobs for faster analytics
Book DescriptionKibana is one of the popular tools among data enthusiasts for slicing and dicing large datasets and uncovering Business Intelligence (BI) with the help of its rich and powerful visualizations.
To begin with, Mastering Kibana 6.x quickly introduces you to the features of Kibana 6.x, before teaching you how to create smart dashboards in no time. You will explore metric analytics and graph exploration, followed by understanding how to quickly customize Kibana dashboards. In addition to this, you will learn advanced analytics such as maps, hits, and list analytics. All this will help you enhance your skills in running and comparing multiple queries and filters, influencing your data visualization skills at scale.
With Kibana’s Timelion feature, you can analyze time series data with histograms and stats analytics. By the end of this book, you will have created a speedy machine learning job using X-Pack capabilities.
What you will learn
Create unique dashboards with various intuitive data visualizations
Visualize Timelion expressions with added histograms and stats analytics
Integrate X-Pack with your Elastic Stack in simple steps
Extract data from Elasticsearch for advanced analysis and anomaly detection using dashboards
Build dashboards from web applications for application logs
Create monitoring and alerting dashboards using Beats
Who this book is forMastering Kibana 6.x is for you if you are a big data engineer, DevOps engineer, or data scientist aspiring to go beyond data visualization at scale and gain maximum insights from their large datasets. Basic knowledge of Elasticstack will be an added advantage, although not mandatory.
Anurag Srivastava is a senior technical lead since 11 years in a multinational software company in web-based application development. He has led and handled teams and clients since 7 years of his professional career. Proficient in designing and deployment of scalable applications, he has multiple certifications in ML and data science using Python. He is well experienced with the Elastic stack (Elasticsearch, Logstash, and Kibana) for creating dashboards using system metrics data, log data, application data, or relational databases.
Table of Contents
Revising ELK Stack
Customize Kibana Dashboards
Explore your Data
Visualize your Data
Dashboard to showcase key performance indicators
Handletime series data with timelion
Interact with your data using Dev Tools
Tweak your configuration with Kibana Management
Understanding X-Pack features
Machine Learning with Kibana
Create super cool dashboard from a web application
Create an informative dashboard using your application logs
Create monitoring dashboard using Beats
Best Practices
| Erscheinungsdatum | 03.08.2018 |
|---|---|
| Verlagsort | Birmingham |
| Sprache | englisch |
| Maße | 75 x 93 mm |
| Themenwelt | Mathematik / Informatik ► Informatik ► Datenbanken |
| Mathematik / Informatik ► Informatik ► Grafik / Design | |
| Informatik ► Software Entwicklung ► User Interfaces (HCI) | |
| Informatik ► Weitere Themen ► Hardware | |
| ISBN-10 | 1-78883-103-9 / 1788831039 |
| ISBN-13 | 978-1-78883-103-1 / 9781788831031 |
| Zustand | Neuware |
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