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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
28 Hours
Testimonials (3)
I thought the training was very thorough and while we covered a lot of material, Martin made ample time for questions and gave good focus to each individual and their different requirements.
Jean Thysse - Quidco
Course - Elasticsearch for Developers
I enjoyed the exercices gives a good insight.
Andreas Kukacka
Course - ELK: Elasticsearch, Logstash and Kibana for Administrators
I genuinely liked learning a new skill.