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ELK and X-Pack

Course Code

BD82

Duration

4 Days

Participants should be able to navigate Linux command lines, and have basic knowledge of command line Linux editors (VI / nano).
ElasticSearch is one of the leading search platforms. With LogStash, added for log collection, and Kibana for the dashboard, it becomes ELK, a popular log collection and analysis tool. The (licensed) X-pack brings together security, monitoring, and machine learning. All together, these components provide a platform for industrial search applications, and all of them are covered in this course.

This course is intended for architects, developers, and administrators who are want to build versatile search solutions. It gives them practical level of experience, achieved through a combination of 50% lecture and 50% lab work.
This course is designed for Architects, Developers, and Administrators.
Refer to course topics.
Elasticsearch
Elasticsearch functionality
Indexing, updating, and deleting data
Searching your data
Analyzing your data
Searching with relevancy
Exploring your data with aggregations
Relations among documents
Scaling out
Improving performance
Cluster administration

Deep-down: Lucene
Lucene as a search library
Lucene for developers

Scale-out analytics
Search and Big Data
Elasticsearch with Spark analytics

Logstash
Shipping, Filtering, and Parsing Events with Logstash
Extending Logstash
Creating, Indexing, and Deleting Data
Searching Data
Mapping and Analysis
Data Exploration with Aggregates

Kibana
Data Visualization
The Kibana Dashboard
Designing for Scale
The ELK Stack in Production
Use cases

X-Pack
What’s in X-Pack
Security
Monitoring
Alerting and Notification
Reporting
Graph
Machine Learning
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