Mapping & Analysis
Module Contents
1. Schema Design, Dynamic Mapping, and Field Modeling
Deep dive into schema design, dynamic mapping, and field modeling with production trade-offs, failure cases, and practical implementation patterns.
2. Analyzers, Tokenizers, and Language Processing
Deep dive into analyzers, tokenizers, and language processing with production trade-offs, failure cases, and practical implementation patterns.
3. Inverted Index, Doc Values, and Storage Trade-offs
Deep dive into inverted index, doc values, and storage trade-offs with production trade-offs, failure cases, and practical implementation patterns.
Review & Implementation Checklist
Consolidate key patterns, anti-patterns, and deployment-ready checklists before moving to the next module.
Module Chapters
Chapter 01
Mapping: The Schema of Search
Mapping: The Schema of Search
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Chapter 02
Text Analysis: How Search Works
Text Analysis: How Search Works
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Chapter 03
Internals: BKD Trees vs Inverted Index
Internals: BKD Trees vs Inverted Index
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Chapter 04
Mapping & Analysis — Review & Checklist
Mapping & Analysis — Review & Checklist
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