Chapter 0: Overview
Introduction
Getting Started
Overview
Why ElasticSearch
Course objectives
Intended Audience
Prerequisites
About Instructor
About Participants
Logistics
Chapter 1: Introduction
Overview
Terminology
Terminology Cont'd
CAP Theorem
CAP Theorem and Beyond
Data Handling
Sample Documents
Exercise Setup
One Node Setup Exercise
Distributed Database
Cluster, Shards, and Replicas
Indices and Aliases
Summary
Chapter 2: Index and Type
Introduction
Index
Type
Index and Type Api
Bulk Api
Index Configuration
Index Settings
Shrink Index
Mapping
Mapping Exercise
Analyzer
Not Analyzed & Multi-Fields
Not Analyzed & Multi-Fields Exercise
Summary
Chapter 3: DSL (Domain Specific Language)
Introduction
Search Dsl
Search Dsl Cont'd
Leaf Clause
Term
Terms
Range
Compound Clause
Results Pagination
Query Uri
Search Exercise
Highlighting
Filter
Filter Example
Filter Exercise
Summary
Chapter 4: Mapping & Aggregations
Introduction
Nested Datatype
Nested Datatype Mapping
Nested Datatype Query
Nested Search Exercise
Terms Aggregation
Aggregation Results
Nested Aggregation Query
Nested Aggregation Results
Date Histogram Aggregation
Ip Range Aggregation
Range Aggregation
Aggregation Exercise
Summary
Chapter 5: Logstash
Introduction
Overview
Setup
Setup Exercise
Log Processing - Input
Log Processing - Grok
Log Processing - Output
Log Processing - Exercise
Summary
Chapter 6: Filebeat
Introduction
Beats
Filebeat
Filebeat Exercise
Summary
Chapter 7: Kibana
Introduction
Setup
Sample Data Setup
Setup Exercise
Discover
Visualize
Data Table Exercise
Metric
Metric Exercise
Vertical Bar Chart
Vertical Bar Chart Exercise
Tag Cloud
Coordinate Map
Dashboard
Timelion
Timelion Exercise
Console
Summary
Chapter 8: Watcher
Introduction
X-Pack Setup Exercise
Watcher Components
Watcher Definitions
Watcher Exercise
Summary
Chapter 9: Preparing for Production
Introduction
Capacity Planning
Memory Planning
CPU Planning
Cluster State
Network Capacity
Performance Testing
Monitoring
Monitoring Plug-ins
Performance Tuning
Indices vs. Types
Query Choices
Tuning References
Data Population
Data Synchronization
Data Re-Indexing
Hosted ElasticSearch
Hosted vs Self-Managed
Data Population Exercise
Configuration
Summary
Chapter 10: Course Summary
What have we learned
Thank you!
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Introduction
Chapter 4: Mapping & Aggregation
Introduction to data aggregations
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Last modified:
2025-05-02T03:08:47.000Z
