Skip to content

meAltf/Elastic-search_Kibana

Repository files navigation

Elasticsearch For Java / Spring Developers

As part of this repository, we will learn the power of Elasticsearch 8 and build blazing fast, intelligent search solutions! This comprehensive, hands-on course is designed for Java/Spring Boot developers who want to master full-text search, fuzzy matching, powerful aggregations and robust search engine architecture from the fundamentals to advanced topics.

Why Learn Elasticsearch?

  • Power Modern Applications - Build scalable and intelligent search solutions for e-commerce, enterprise applications, and more.
  • Unlock Career Growth - Advance your skills and open doors to high-demand roles like Staff and Principal Engineer.
  • Effortless Scaling - Handle massive datasets and deliver lightning-fast search results.

What You will Learn:

  • Core Concepts - Grasp essential Elasticsearch concepts like indexing, sharding, replication, and distributed search. How it works behind the scenes with concepts like Inverted Index & Segments.
  • Full-Text Search Mastery - Master full-text search techniques, including BM25, tokenization, stemming, and boosting for optimal relevance.
  • Aggregations - Uncover valuable insights with bucket, metric, range, and histogram aggregations.
  • Data Modeling Excellence: Design efficient and effective data models using mappings, analyzers, and custom tokenizers.
  • High-Performance Techniques: Optimize indexing and query performance to handle millions of documents efficiently.
  • Autocomplete & Search Suggestions: Implement real-time search suggestions with completion suggesters and search-as-you-type features.
  • Spring Boot Integration: Seamlessly integrate Elasticsearch into your Java applications using Spring Boot.
  • Security & Scalability: Ensure secure and scalable search solutions with authentication, TLS, and best practices.

Hands-On Project

Apply your knowledge by building a Real World Search Engine with 5 Millions Documents using Spring Boot & Elasticsearch—with features like Auto Complete, Filtering & Providing Relevant Search Results.

You will be confidently designing and deploying large scale, high performance search engines for real-world applications.

Start your Elasticsearch mastery today!

About

This repository contains a practical project using Java Spring Boot integrated with Elasticsearch for indexing, search, and analytics. It includes a Docker-based setup for running Elasticsearch and Kibana locally, enabling easy testing and visualization of queries.

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

 
 
 

Contributors