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 Description
Kibana 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 for
Mastering 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.
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
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.
