Video Description
In this Working with Elasticsearch training course, expert author Radu Gheorghe will teach you how to search, aggregate, analyze, and scale large volume datastores. This course is designed for users that already have a familiarity with the use of a UNIX-like terminal.
You will start by learning how to install and configure Elasticsearch, then jump into learning how to run searches and aggregations. From there, Radu will teach you about data structure, queries and relevance, and aggregations. This video tutorial also covers document relationships and performance and scaling. Finally, you will learn about monitoring and administration, including how to tune your cluster for stability and monitor Elasticsearch logs and metrics.
Once you have completed this computer based training course, you will have gained the knowledge necessary to be able to search, aggregate, analyze, and scale large volume datastores with Elasticsearch. Working files are included, allowing you to follow along with the author throughout the lessons.
Table of Contents
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Getting Started
- Introduction To Elasticsearch 00:02:24
- About The Author 00:00:56
- Basic Operations
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Data Structure
- Mappings And Predefined Fields 00:05:54
- Core Types For Your Own Fields 00:06:34
- Using Predefined And Custom Analyzers 00:05:24
- Queries And Relevance
- Aggregations
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Document Relationships
- Objects And Nested Documents 00:05:07
- Parent-Child Relations 00:06:31
- Denormalizing And Application-Side Joins 00:03:24
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Performance And Scaling
- Optimizing Indexing And Searching 00:08:01
- Optimizing Node Settings 00:08:18
- Configuring Shards And Replicas 00:05:34
- Scaling Strategies 00:07:33
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Monitoring And Administration
- Easy Maintenance With Aliases And Index Templates 00:02:31
- Tuning Your Cluster For Stability 00:04:30
- Monitoring Elasticsearch Logs And Metrics 00:07:17
- Backups And Upgrades 00:04:59
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Conclusion
- Course Wrap-Up 00:03:44