Learn Kibana visualization, Elasticsearch integration for advanced data analytics and monitoring solutions.
Sub Category
- Other Marketing
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Objectives
- Install and configure the complete ELK Stack environment including Elasticsearch, Logstash, and Kibana for enterprise-level data analytics
- Design and implement Logstash pipelines to ingest structured and unstructured data from multiple sources into Elasticsearch efficiently
- Master data exploration techniques using Kibana Discover interface with Lucene and KQL query languages for advanced searching
- Create professional visualizations using Kibana Lens, Vega, Timelion, and map visualizations to transform raw data into actionable insights
- Build interactive dashboards with filters, drilldowns, and multiple index patterns optimized for performance and user experience
- Configure comprehensive alerting and monitoring systems using Kibana alerts and Elasticsearch Watcher for proactive system management
- Implement enterprise-grade security using role-based access control, spaces, and user permissions to protect sensitive data and dashboards
- Apply machine learning capabilities for anomaly detection, forecasting, and time-series analysis to identify patterns and predict future trends
Pre Requisites
- Basic understanding of data concepts and familiarity with log files or system monitoring (no advanced expertise required)
- Computer with at least 8GB RAM and 20GB free disk space for installing the ELK Stack locally
- Willingness to work with command-line interfaces and configuration files
- No prior experience with Elasticsearch, Logstash, or Kibana needed—we'll start from the basics
FAQ
- Q. How long do I have access to the course materials?
- A. You can view and review the lecture materials indefinitely, like an on-demand channel.
- Q. Can I take my courses with me wherever I go?
- A. Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
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