Administration and Development of Elasticsearch Training Course

Course Code

elastaddev

Duration

28 hours (usually 4 days including breaks)

Overview

Audience

Administrators or developers who want to know how to use Elasticsearch.

Course Outline

Architecture of Elasticsearch

  • Lucene
  • Plugins
  • Configuration files
  • CRUD
  • Sorting and Relevance
  • Topology and Clusters
  • Distributed Document Store
  • Full-Body Search
  • Index Management
  • Bulk Operations
  • Sharding
  • Lab

Installation

  • Requirements
  • Different ways of installing Elasticsearch
  • Configuration Files
  • Web interface
  • Lab

Mappings

  • CRUD and relationship to documents/indices
  • Data Types
  • Dynamic Field Mappings
  • Index Templates
  • Lab

Search Configuration

  • Structured Search
  • Full-Text Search
  • Analyzers - Tokenizers and Filters
  • Character Filters
  • Testing Analyzers
  • Built-In Analyzers
  • Synonym Handling
  • Multifield Search
  • Proximity Matching
  • Partial Matching
  • Relevance Adjustment
  • Lab

Queries and Filters

  • Distributed Search Fundamentals
  • Query DSL Deep Dive
  • Query Advice and Best Practices
  • Lab

Human Language Processing

  • Language Configuration
  • Chinese characters configuration (optional if needed)
  • Tokenization
  • Normalization
  • Finding root of the words
  • Stopwords
  • Synonyms
  • Misspellings and Typos
  • Lab

Suggestions

  • Terms, Phrase, Completion, and Context
  • Suggestors
  • Best Practices
  • Lab

Aggregations

  • Fundamentals
  • Deep dive of each aggregation
  • Lab

Document Modeling

  • Nested Objects and Documents
  • Impact of document structure on search
  • Lab

Result Tuning

  • Relationships
  • Geolocation
  • Aggregation
  • Lab

Administration

  • Monitoring
  • Deployment
  • Maintenance and basic optimization
  • Lab

Advice and Best Practices

  • Relevancy and Scoring
  • Fundamentals
  • Boost and Function Lab
  • Percolator and Notifications
  • Client Libraries and Testing
  • Case Studies

Testimonials

★★★★★
★★★★★

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