Elasticsearch Masterclass For Java Spring Developers [2025]

所在平台: Udemy

课程主页: https://www.udemy.com/course/elasticsearch-java/

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课程简介

课程名称:Elasticsearch大师班:Java Spring开发者专享 [2025] 课程概述:本课程是最新的Elasticsearch 9版本的实操课程,专为Java/Spring Boot开发者设计,旨在帮助学员掌握全文本搜索、模糊匹配、强大的聚合和稳健的搜索引擎架构。请注意,该课程不涉及日志、监控或分析。通过本课程,学员将学习Elasticsearch的强大功能,并构建快速而智能的搜索解决方案。 学习Elasticsearch的理由: - 驱动现代应用:为电商、企业应用等构建可扩展和智能的搜索解决方案。 - 打开职业发展之门:提升技能,进入高需求的职位,如职员工程师和首席工程师。 - 轻松扩展:处理大规模数据集,提供高速搜索结果。 您将学习: - 核心概念:理解Elasticsearch的基本概念,如索引、分片、复制和分布式搜索。 - 全文本搜索精通:掌握包括BM25、标记化、词干化和加权在内的全文本搜索技巧,以实现最佳相关性。 - 聚合分析:通过桶、度量、范围和直方图聚合发掘有价值的洞见。 - 数据建模卓越:使用映射、分析器和自定义标记器设计高效的数据模型。 - 高性能技术:优化索引和查询性能,高效处理数百万文档。 - 自动补全与搜索建议:实现实时搜索建议和搜索输入提示功能。 - Spring Boot集成:使用Spring Boot将Elasticsearch无缝集成到Java应用中。 - 安全性与可扩展性:通过认证、TLS和最佳实践确保安全和可扩展的搜索解决方案。 实践项目:通过构建一个具有500万文档的真实搜索引擎,应用您的知识,该项目包含自动补全、过滤和提供相关搜索结果等功能。 课程结束时,您将能够自信地设计和部署大规模、高性能的搜索引擎,适用于实际应用场景。现在就开始您的Elasticsearch大师之旅吧!

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课程详情

This course is up to date with latest Elasticsearch version 9.Elasticsearch 9 Masterclass: Building Powerful Search Engine with Java & Spring Boot.Note: This is NOT a logging/monitoring/analytics course.As part of this course, 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 ProjectApply 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.By the end of this course, you will be confidently designing and deploying large scale, high performance search engines for real-world applications.Start your Elasticsearch mastery today!

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