Course ELK stack - up1/training-courses GitHub Wiki

Course :: ELK stack

• 2 days

Software requirements

• Elasticsearch
• Kibana
• Logstash
• Beats
  • File beat

Outline

• Basic of ELK stack

  • Elasticsearch
  • Logstash and Beats
  • Kibana
  • Architecture and components of ELK stack
  • Install and configuration ELK stack

• Data Modeling with Elasticsearch

  • Schema-less or Dynamic schema
  • Working with Elasricseach APIs
    • Indexing
    • Query with DSL
    • Aggregation
    • Workshop with use cases

• Scalable Elasticsearch

  • Clustering
  • Sharding
  • Nodes
  • Running performance

• Working with Kibana

  • Visualization and dashboard
  • DevTool
  • Manage data (Log, Metric and Trace)
  • Workshop with use cases

• Working with Logstash and Beats

  • Structure
    • Input, Filter and Output
  • Data Ingestion
  • Data Transformation
  • Data Loader
  • Workshop with use cases

• Design data pipeline with ELK stack

• Improve and tuning performance of ELK stack