A hands-on workshop for building killer search applications with Elasticsearch
The workshop offers a hands-on experience on building relevance-focused search applications through solving search problems and dealing with real data sets. The focus will be on modelling data for the beauty of search queries, sharing tips and tricks of signal modelling, designing scoring functions and relevance tuning to satisfy users high expectations of finding relevant search results. Learn how to translate your users queries into prominent features and provide a user-centric relevant search engine.
Starting with the fundamentals of information retrieval, will dive into understanding elasticsearch, and finally guide you build a full runing web search application.
- Setting up Elasticsearch
- Elasticsearch Query DSL
- Data modeling
- Structured search
- Full text search
- Scoring functions
- Understanding relevancy models
- Tuning relevance
- Spell checking
- Build a search application
Who Should Attend?
This hands-on workshop is intended for data engineers. It is primarily designed for people who are interested in information retrieval and the art of building search applications.