{"id":15468,"date":"2025-05-09T10:15:12","date_gmt":"2025-05-09T04:45:12","guid":{"rendered":"https:\/\/www.placementpreparation.io\/blog\/?p=15468"},"modified":"2025-06-17T16:00:14","modified_gmt":"2025-06-17T10:30:14","slug":"elasticsearch-project-ideas-for-beginners","status":"publish","type":"post","link":"https:\/\/www.placementpreparation.io\/blog\/elasticsearch-project-ideas-for-beginners\/","title":{"rendered":"Best ElasticSearch Project Ideas for Beginners"},"content":{"rendered":"<?xml encoding=\"utf-8\" ?><p>Are you interested in building fast and scalable search features? Elasticsearch is a powerful tool for searching and analyzing large volumes of data.<\/p><p>These ElasticSearch project ideas will teach you to create real-time search systems and explore data like a pro.<\/p><h2 id=\"overview\">10 Beginner-Friendly ElasticSearch Project Ideas &ndash; Overview<\/h2><p>Here&rsquo;s an overview of the 10 best ElasticSearch Project Ideas for beginners:<\/p><table id=\"tablepress-532\" class=\"tablepress tablepress-id-532 tablepress\">\n<thead>\n<tr class=\"row-1\">\n\t<th class=\"column-1\">S.No.<\/th><th class=\"column-2\">Project Title<\/th><th class=\"column-3\">Complexity<\/th><th class=\"column-4\">Estimated Time<\/th><th class=\"column-5\">Source Code<\/th>\n<\/tr>\n<\/thead>\n<thead><tr class=\"row-2\">\n\t<td class=\"column-1\">1<\/td><td class=\"column-2\">Build a Simple Search Engine for Books<\/td><td class=\"column-3\">Easy<\/td><td class=\"column-4\">3 hours<\/td><td class=\"column-5\"><a href=\"https:\/\/github.com\/nikpapage23\/Book-Search-Engine-based-on-ElasticSearch\" target=\"_blank\" rel=\"nofollow noopener\">View Code<\/a><\/td>\n<\/tr><\/thead><tbody class=\"row-striping row-hover row-striping row-hover\">\n\n<tr class=\"row-3\">\n\t<td class=\"column-1\">2<\/td><td class=\"column-2\">Log Monitoring System with Elasticsearch &amp; Kibana<\/td><td class=\"column-3\">Easy<\/td><td class=\"column-4\">4 hours<\/td><td class=\"column-5\"><a href=\"https:\/\/github.com\/ayushgoel24\/Scalable-Log-Monitoring-System-Enhanced-Insights-with-Elasticsearch-and-Kibana-Integration\" target=\"_blank\" rel=\"nofollow noopener\">View Code<\/a><\/td>\n<\/tr>\n<tr class=\"row-4\">\n\t<td class=\"column-1\">3<\/td><td class=\"column-2\">Movie Search Autocomplete App<\/td><td class=\"column-3\">Easy<\/td><td class=\"column-4\">3 hours<\/td><td class=\"column-5\"><a href=\"https:\/\/github.com\/sanchit2107\/Search-Movies-with-AutoComplete\" target=\"_blank\" rel=\"nofollow noopener\">View Code<\/a><\/td>\n<\/tr>\n<tr class=\"row-5\">\n\t<td class=\"column-1\">4<\/td><td class=\"column-2\">E-Commerce Product Search with Filters<\/td><td class=\"column-3\">Easy<\/td><td class=\"column-4\">4 hours<\/td><td class=\"column-5\"><a href=\"https:\/\/github.com\/booleanhunter-tech-blog\/e3-retail\" target=\"_blank\" rel=\"nofollow noopener\">View Code<\/a><\/td>\n<\/tr>\n<tr class=\"row-6\">\n\t<td class=\"column-1\">5<\/td><td class=\"column-2\">News Article Keyword Indexing Tool<\/td><td class=\"column-3\">Easy<\/td><td class=\"column-4\">3 hours<\/td><td class=\"column-5\"><a href=\"https:\/\/github.com\/elastic\/elasticsearch-labs\/blob\/main\/notebooks\/search\/01-keyword-querying-filtering.ipynb\" target=\"_blank\" rel=\"nofollow noopener\">View Code<\/a><\/td>\n<\/tr>\n<tr class=\"row-7\">\n\t<td class=\"column-1\">6<\/td><td class=\"column-2\">Twitter Hashtag Tracker using Elasticsearch<\/td><td class=\"column-3\">Medium<\/td><td class=\"column-4\">6 hours<\/td><td class=\"column-5\"><a href=\"https:\/\/github.com\/mayankrd\/tweet-search\" target=\"_blank\" rel=\"nofollow noopener\">View Code<\/a><\/td>\n<\/tr>\n<tr class=\"row-8\">\n\t<td class=\"column-1\">7<\/td><td class=\"column-2\">Real-Time Log Analyzer using Filebeat + Elasticsearch<\/td><td class=\"column-3\">Medium<\/td><td class=\"column-4\">7 hours<\/td><td class=\"column-5\"><a href=\"https:\/\/gist.github.com\/matschaffer\/fc77b869026f95942950f1b31679641a\" target=\"_blank\" rel=\"nofollow noopener\">View Code<\/a><\/td>\n<\/tr>\n<tr class=\"row-9\">\n\t<td class=\"column-1\">8<\/td><td class=\"column-2\">Elasticsearch + NLP for Text Sentiment Analysis<\/td><td class=\"column-3\">Medium<\/td><td class=\"column-4\">8 hours<\/td><td class=\"column-5\"><a href=\"https:\/\/github.com\/khanfarhan10\/TextSentimentAnalysis\" target=\"_blank\" rel=\"nofollow noopener\">View Code<\/a><\/td>\n<\/tr>\n<tr class=\"row-10\">\n\t<td class=\"column-1\">9<\/td><td class=\"column-2\">Full-Text Search for Legal Documents<\/td><td class=\"column-3\">Hard<\/td><td class=\"column-4\">10 hours<\/td><td class=\"column-5\"><a href=\"https:\/\/github.com\/bytefish\/ElasticsearchFulltextExample\" target=\"_blank\" rel=\"nofollow noopener\">View Code<\/a><\/td>\n<\/tr>\n<tr class=\"row-11\">\n\t<td class=\"column-1\">10<\/td><td class=\"column-2\">Scalable Job Search Platform using Elasticsearch<\/td><td class=\"column-3\">Hard<\/td><td class=\"column-4\">12 hours<\/td><td class=\"column-5\"><a href=\"https:\/\/github.com\/elastic\/elasticsearch\" target=\"_blank\" rel=\"nofollow noopener\">View Code<\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table><!-- #tablepress-532 from cache --><p><a href=\"https:\/\/www.guvi.in\/mlp\/ds-student-program-wp?utm_source=placement_preparation&amp;utm_medium=blog_banner&amp;utm_campaign=elasticsearch_project_ideas_for_beginners_horizontal\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" class=\"alignnone wp-image-15847 size-full\" src=\"https:\/\/www.placementpreparation.io\/blog\/wp-content\/uploads\/2025\/06\/ds-zen-lite-free-trial-banner-horizontal.webp\" alt=\"ds zen lite free trial banner horizontal\" width=\"2270\" height=\"600\" srcset=\"https:\/\/www.placementpreparation.io\/blog\/wp-content\/uploads\/2025\/06\/ds-zen-lite-free-trial-banner-horizontal.webp 2270w, https:\/\/www.placementpreparation.io\/blog\/wp-content\/uploads\/2025\/06\/ds-zen-lite-free-trial-banner-horizontal-300x79.webp 300w, https:\/\/www.placementpreparation.io\/blog\/wp-content\/uploads\/2025\/06\/ds-zen-lite-free-trial-banner-horizontal-1024x271.webp 1024w, https:\/\/www.placementpreparation.io\/blog\/wp-content\/uploads\/2025\/06\/ds-zen-lite-free-trial-banner-horizontal-768x203.webp 768w, https:\/\/www.placementpreparation.io\/blog\/wp-content\/uploads\/2025\/06\/ds-zen-lite-free-trial-banner-horizontal-1536x406.webp 1536w, https:\/\/www.placementpreparation.io\/blog\/wp-content\/uploads\/2025\/06\/ds-zen-lite-free-trial-banner-horizontal-2048x541.webp 2048w, https:\/\/www.placementpreparation.io\/blog\/wp-content\/uploads\/2025\/06\/ds-zen-lite-free-trial-banner-horizontal-150x40.webp 150w\" sizes=\"(max-width: 2270px) 100vw, 2270px\"><\/a><\/p><h2>Top 10 ElasticSearch Project Ideas for Beginners<\/h2><p>Here are the top 10 simple ElasticSearch project ideas for beginners:<\/p><h3 id=\"book-search-engine\">1. Build a Simple Search Engine for Books<\/h3><p>This project is about building a lightweight search engine for a digital library using Elasticsearch indexing and querying features.<\/p><p>You&rsquo;ll learn how to configure mappings, tokenize content, and implement basic search logic in one of the most common Elasticsearch project ideas for beginners.<\/p><div class=\"su-note\" style=\"border-color:#dddfde;border-radius:3px;-moz-border-radius:3px;-webkit-border-radius:3px;\"><div class=\"su-note-inner su-u-clearfix su-u-trim\" style=\"background-color:#f7f9f8;border-color:#ffffff;color:#333333;border-radius:3px;-moz-border-radius:3px;-webkit-border-radius:3px;\">\n<p><strong>Duration:<\/strong> 3 hrs<\/p>\n<p><strong>Project Complexity:<\/strong> Easy<\/p>\n<p><strong>Key Concepts Covered:<\/strong><\/p>\n<ul>\n<li>Text indexing<\/li>\n<li>Query DSL<\/li>\n<li>Basic relevance scoring<\/li>\n<\/ul>\n<p><strong>Implementation Steps:<\/strong><\/p>\n<ul>\n<li>Set up Elasticsearch locally or on the cloud<\/li>\n<li>Upload a dataset of books with title and description<\/li>\n<li>Define index mappings with appropriate analyzers<\/li>\n<li>Implement a basic search UI<\/li>\n<li>Test various search queries<\/li>\n<\/ul>\n<p><strong>Required Pre-requisites:<\/strong><\/p>\n<ul>\n<li>Basic knowledge of REST APIs<\/li>\n<li>JSON formatting<\/li>\n<li>Familiarity with HTTP requests<\/li>\n<\/ul>\n<p><strong>Resources Required:<\/strong><\/p>\n<ul>\n<li>Elasticsearch<\/li>\n<li>Sample book dataset<\/li>\n<li>Postman or curl<\/li>\n<\/ul>\n<p><strong>Real-World Application:<\/strong><\/p>\n<ul>\n<li>Online library search engines<\/li>\n<li>Educational content retrieval systems<\/li>\n<\/ul>\n<p><a class=\"cta-button\" href=\"https:\/\/github.com\/nikpapage23\/Book-Search-Engine-based-on-ElasticSearch\" target=\"blank\" rel=\"nofollow noopener\">Get Started<\/a><\/p>\n<\/div><\/div><h3 id=\"elk-log-monitor\">2. Log Monitoring System with Elasticsearch &amp; Kibana<\/h3><p>This project is about building a real-time log tracking system to monitor server or application behavior using Kibana dashboards.<\/p><p>You&rsquo;ll learn how Elasticsearch integrates with visualization tools and how to structure logs for meaningful insights.<\/p><div class=\"su-note\" style=\"border-color:#dddfde;border-radius:3px;-moz-border-radius:3px;-webkit-border-radius:3px;\"><div class=\"su-note-inner su-u-clearfix su-u-trim\" style=\"background-color:#f7f9f8;border-color:#ffffff;color:#333333;border-radius:3px;-moz-border-radius:3px;-webkit-border-radius:3px;\">\n<p><strong>Duration:<\/strong> 4 hrs<\/p>\n<p><strong>Project Complexity:<\/strong> Easy<\/p>\n<p><strong>Key Concepts Covered:<\/strong><\/p>\n<ul>\n<li>Log indexing<\/li>\n<li>Visualization<\/li>\n<li>Time-based filtering<\/li>\n<\/ul>\n<p><strong>Implementation Steps:<\/strong><\/p>\n<ul>\n<li>Install Elasticsearch and Kibana<\/li>\n<li>Forward application logs to Elasticsearch<\/li>\n<li>Create visualizations in Kibana<\/li>\n<li>Build a dashboard for live tracking<\/li>\n<li>Set alerts based on log thresholds<\/li>\n<\/ul>\n<p><strong>Required Pre-requisites:<\/strong><\/p>\n<ul>\n<li>Basics of system administration<\/li>\n<li>Understanding of logs<\/li>\n<li>JSON data structure<\/li>\n<\/ul>\n<p><strong>Resources Required:<\/strong><\/p>\n<ul>\n<li>Elasticsearch<\/li>\n<li>Kibana<\/li>\n<li>Sample application logs<\/li>\n<\/ul>\n<p><strong>Real-World Application:<\/strong><\/p>\n<ul>\n<li>DevOps alert systems<\/li>\n<li>Application performance monitoring<\/li>\n<\/ul>\n<p><a class=\"cta-button\" href=\"https:\/\/github.com\/ayushgoel24\/Scalable-Log-Monitoring-System-Enhanced-Insights-with-Elasticsearch-and-Kibana-Integration\" target=\"blank\" rel=\"nofollow noopener\">Get Started<\/a><\/p>\n<\/div><\/div><h3 id=\"movie-autocomplete\">3. Movie Search Autocomplete App<\/h3><p>This project is about building a type-ahead search system that suggests movie names as users type.<\/p><p>You will learn about edge n-gram tokenization and real-time user experience in simple Elasticsearch mini projects.<\/p><div class=\"su-note\" style=\"border-color:#dddfde;border-radius:3px;-moz-border-radius:3px;-webkit-border-radius:3px;\"><div class=\"su-note-inner su-u-clearfix su-u-trim\" style=\"background-color:#f7f9f8;border-color:#ffffff;color:#333333;border-radius:3px;-moz-border-radius:3px;-webkit-border-radius:3px;\">\n<p><strong>Duration: <\/strong>3 hrs<\/p>\n<p><strong>Project Complexity:<\/strong> Easy<\/p>\n<p><strong>Key Concepts Covered:<\/strong><\/p>\n<ul>\n<li>Autocomplete suggestions<\/li>\n<li>Edge n-gram filters<\/li>\n<li>Frontend integration<\/li>\n<\/ul>\n<p><strong>Implementation Steps:<\/strong><\/p>\n<ul>\n<li>Prepare a movie dataset<\/li>\n<li>Define index mappings with edge n-grams<\/li>\n<li>Set up search endpoint<\/li>\n<li>Build a frontend search bar<\/li>\n<li>Optimize results with fuzziness<\/li>\n<\/ul>\n<p><strong>Required Pre-requisites:<\/strong><\/p>\n<ul>\n<li>JavaScript basics<\/li>\n<li>Basic Elasticsearch commands<\/li>\n<li>RESTful API understanding<\/li>\n<\/ul>\n<p><strong>Resources Required:<\/strong><\/p>\n<ul>\n<li>Elasticsearch<\/li>\n<li>Movie dataset<\/li>\n<li>HTML\/CSS\/JS<\/li>\n<\/ul>\n<p><strong>Real-World Application:<\/strong><\/p>\n<ul>\n<li>Streaming platform search<\/li>\n<li>E-commerce product lookup<\/li>\n<\/ul>\n<p><a class=\"cta-button\" href=\"https:\/\/github.com\/sanchit2107\/Search-Movies-with-AutoComplete\" target=\"blank\" rel=\"nofollow noopener\">Get Started<\/a><\/p>\n<\/div><\/div><h3 id=\"e-commerce-search\">4. E-Commerce Product Search with Filters<\/h3><p>This project is about building a filtered product search engine that supports category, price, and keyword-based queries.<\/p><p>You will learn how to implement faceted navigation and custom analyzers.<\/p><div class=\"su-note\" style=\"border-color:#dddfde;border-radius:3px;-moz-border-radius:3px;-webkit-border-radius:3px;\"><div class=\"su-note-inner su-u-clearfix su-u-trim\" style=\"background-color:#f7f9f8;border-color:#ffffff;color:#333333;border-radius:3px;-moz-border-radius:3px;-webkit-border-radius:3px;\">\n<p><strong>Duration:<\/strong> 4 hrs<\/p>\n<p><strong>Project Complexity:<\/strong> Easy<\/p>\n<p><strong>Key Concepts Covered:<\/strong><\/p>\n<ul>\n<li>Filtering and faceting<\/li>\n<li>Index design<\/li>\n<li>Boolean queries<\/li>\n<\/ul>\n<p><strong>Implementation Steps:<\/strong><\/p>\n<ul>\n<li>Load product dataset into Elasticsearch<\/li>\n<li>Configure mappings for faceted fields<\/li>\n<li>Create filtering endpoints<\/li>\n<li>Build a simple frontend with filter options<\/li>\n<li>Test sorting and pagination<\/li>\n<\/ul>\n<p><strong>Required Pre-requisites:<\/strong><\/p>\n<ul>\n<li>E-commerce domain basics<\/li>\n<li>JavaScript or frontend framework<\/li>\n<li>Elasticsearch query syntax<\/li>\n<\/ul>\n<p><strong>Resources Required:<\/strong><\/p>\n<ul>\n<li>Elasticsearch<\/li>\n<li>Product dataset<\/li>\n<li>Web interface<\/li>\n<\/ul>\n<p><strong>Real-World Application:<\/strong><\/p>\n<ul>\n<li>Online retail search tools<\/li>\n<li>Marketplace platforms<\/li>\n<\/ul>\n<p><a class=\"cta-button\" href=\"https:\/\/github.com\/booleanhunter-tech-blog\/e3-retail\" target=\"blank\" rel=\"nofollow noopener\">Get Started<\/a><\/p>\n<\/div><\/div><h3 id=\"news-keyword-tool\">5. News Article Keyword Indexing Tool<\/h3><p>This project is about building a tool that indexes and searches news articles by keywords and categories.<\/p><p>You&rsquo;ll learn about text analyzers, relevance tuning, and keyword extraction techniques.<\/p><div class=\"su-note\" style=\"border-color:#dddfde;border-radius:3px;-moz-border-radius:3px;-webkit-border-radius:3px;\"><div class=\"su-note-inner su-u-clearfix su-u-trim\" style=\"background-color:#f7f9f8;border-color:#ffffff;color:#333333;border-radius:3px;-moz-border-radius:3px;-webkit-border-radius:3px;\">\n<p><strong>Duration:<\/strong> 3 hrs<\/p>\n<p><strong>Project Complexity:<\/strong> Easy<\/p>\n<p><strong>Key Concepts Covered:<\/strong><\/p>\n<ul>\n<li>Keyword tokenization<\/li>\n<li>Article indexing<\/li>\n<li>Synonym filters<\/li>\n<\/ul>\n<p><strong>Implementation Steps:<\/strong><\/p>\n<ul>\n<li>Collect a sample of news articles<\/li>\n<li>Define custom analyzers and mappings<\/li>\n<li>Index articles into Elasticsearch<\/li>\n<li>Add keyword-based search logic<\/li>\n<li>Display results by category<\/li>\n<\/ul>\n<p><strong>Required Pre-requisites:<\/strong><\/p>\n<ul>\n<li>JSON structure understanding<\/li>\n<li>Python or JS scripting<\/li>\n<li>REST API basics<\/li>\n<\/ul>\n<p><strong>Resources Required:<\/strong><\/p>\n<ul>\n<li>Elasticsearch<\/li>\n<li>News article dataset<\/li>\n<li>Minimal UI<\/li>\n<\/ul>\n<p><strong>Real-World Application:<\/strong><\/p>\n<ul>\n<li>News aggregators<\/li>\n<li>Content-based recommendation systems<\/li>\n<\/ul>\n<p><a class=\"cta-button\" href=\"https:\/\/github.com\/elastic\/elasticsearch-labs\/blob\/main\/notebooks\/search\/01-keyword-querying-filtering.ipynb\" target=\"blank\" rel=\"nofollow noopener\">Get Started<\/a><\/p>\n<\/div><\/div><h3 id=\"twitter-hashtag-tracker\">6. Twitter Hashtag Tracker using Elasticsearch<\/h3><p>This project is about building a real-time system that indexes tweets and tracks hashtag popularity.<\/p><p>You will learn how to use Elasticsearch to manage streaming data and perform real-time analytics.<\/p><div class=\"su-note\" style=\"border-color:#dddfde;border-radius:3px;-moz-border-radius:3px;-webkit-border-radius:3px;\"><div class=\"su-note-inner su-u-clearfix su-u-trim\" style=\"background-color:#f7f9f8;border-color:#ffffff;color:#333333;border-radius:3px;-moz-border-radius:3px;-webkit-border-radius:3px;\">\n<p><strong>Duration:<\/strong> 6 hrs<\/p>\n<p><strong>Project Complexity:<\/strong> Medium<\/p>\n<p><strong>Key Concepts Covered:<\/strong><\/p>\n<ul>\n<li>Streaming data ingestion<\/li>\n<li>Hashtag aggregation<\/li>\n<li>Time series analytics<\/li>\n<\/ul>\n<p><strong>Implementation Steps:<\/strong><\/p>\n<ul>\n<li>Use Twitter API to stream tweets<\/li>\n<li>Parse and extract hashtags<\/li>\n<li>Index tweets in Elasticsearch<\/li>\n<li>Build a dashboard to track trends<\/li>\n<li>Set alerts for trending hashtags<\/li>\n<\/ul>\n<p><strong>Required Pre-requisites:<\/strong><\/p>\n<ul>\n<li>Python\/Node.js<\/li>\n<li>Twitter API usage<\/li>\n<li>Elasticsearch indexing<\/li>\n<\/ul>\n<p><strong>Resources Required:<\/strong><\/p>\n<ul>\n<li>Twitter developer access<\/li>\n<li>Elasticsearch cluster<\/li>\n<li>Visualization tool (Kibana\/Grafana)<\/li>\n<\/ul>\n<p><strong>Real-World Application:<\/strong><\/p>\n<ul>\n<li>Social media trend analysis<\/li>\n<li>Sentiment-aware marketing<\/li>\n<\/ul>\n<p><a class=\"cta-button\" href=\"https:\/\/github.com\/mayankrd\/tweet-search\" target=\"blank\" rel=\"nofollow noopener\">Get Started<\/a><\/p>\n<\/div><\/div><h3 id=\"real-time-log-analyzer\">7. Real-Time Log Analyzer using Filebeat + Elasticsearch<\/h3><p>This project is about building a log analytics pipeline that sends logs via Filebeat and visualizes them using Kibana.<\/p><p>You&rsquo;ll learn end-to-end ingestion and visualization in real-time Elasticsearch project ideas.<\/p><div class=\"su-note\" style=\"border-color:#dddfde;border-radius:3px;-moz-border-radius:3px;-webkit-border-radius:3px;\"><div class=\"su-note-inner su-u-clearfix su-u-trim\" style=\"background-color:#f7f9f8;border-color:#ffffff;color:#333333;border-radius:3px;-moz-border-radius:3px;-webkit-border-radius:3px;\">\n<p><strong>Duration:<\/strong> 7 hrs<\/p>\n<p><strong>Project Complexity:<\/strong> Medium<\/p>\n<p><strong>Key Concepts Covered:<\/strong><\/p>\n<ul>\n<li>Filebeat ingestion<\/li>\n<li>Index templates<\/li>\n<li>Kibana dashboards<\/li>\n<\/ul>\n<p><strong>Implementation Steps:<\/strong><\/p>\n<ul>\n<li>Install and configure Filebeat<\/li>\n<li>Define log sources and ship to Elasticsearch<\/li>\n<li>Create index templates<\/li>\n<li>Build visualizations in Kibana<\/li>\n<li>Monitor log spikes and errors<\/li>\n<\/ul>\n<p><strong>Required Pre-requisites:<\/strong><\/p>\n<ul>\n<li>Linux file handling<\/li>\n<li>Basic networking<\/li>\n<li>Familiarity with logging systems<\/li>\n<\/ul>\n<p><strong>Resources Required:<\/strong><\/p>\n<ul>\n<li>Filebeat<\/li>\n<li>Elasticsearch<\/li>\n<li>Kibana<\/li>\n<\/ul>\n<p><strong>Real-World Application:<\/strong><\/p>\n<ul>\n<li>Infrastructure monitoring<\/li>\n<li>Log-based intrusion detection<\/li>\n<\/ul>\n<p><a class=\"cta-button\" href=\"https:\/\/gist.github.com\/matschaffer\/fc77b869026f95942950f1b31679641a\" target=\"blank\" rel=\"nofollow noopener\">Get Started<\/a><\/p>\n<\/div><\/div><h3 id=\"nlp-sentiment-analysis\">8. Elasticsearch + NLP for Text Sentiment Analysis<\/h3><p>This project is about building a system that classifies and indexes user reviews using NLP and Elasticsearch.<\/p><p>You&rsquo;ll learn how to use machine learning output in Elasticsearch for filtering and querying.<\/p><div class=\"su-note\" style=\"border-color:#dddfde;border-radius:3px;-moz-border-radius:3px;-webkit-border-radius:3px;\"><div class=\"su-note-inner su-u-clearfix su-u-trim\" style=\"background-color:#f7f9f8;border-color:#ffffff;color:#333333;border-radius:3px;-moz-border-radius:3px;-webkit-border-radius:3px;\">\n<p><strong>Duration:<\/strong> 8 hrs<\/p>\n<p><strong>Project Complexity:<\/strong> Medium<\/p>\n<p><strong>Key Concepts Covered:<\/strong><\/p>\n<ul>\n<li>Sentiment classification<\/li>\n<li>Custom indexing<\/li>\n<li>Querying ML-tagged data<\/li>\n<\/ul>\n<p><strong>Implementation Steps:<\/strong><\/p>\n<ul>\n<li>Preprocess text with NLP models<\/li>\n<li>Tag each record with sentiment<\/li>\n<li>Index data into Elasticsearch<\/li>\n<li>Implement filter\/search by sentiment<\/li>\n<li>Visualize sentiment trends<\/li>\n<\/ul>\n<p><strong>Required Pre-requisites:<\/strong><\/p>\n<ul>\n<li>Basic NLP (using spaCy or NLTK)<\/li>\n<li>Elasticsearch indexing<\/li>\n<li>JSON data structure<\/li>\n<\/ul>\n<p><strong>Resources Required:<\/strong><\/p>\n<ul>\n<li>Python with NLP libraries<\/li>\n<li>Elasticsearch<\/li>\n<li>Sample review dataset<\/li>\n<\/ul>\n<p><strong>Real-World Application:<\/strong><\/p>\n<ul>\n<li>Customer feedback analytics<\/li>\n<li>Brand sentiment tracking<\/li>\n<\/ul>\n<p><a class=\"cta-button\" href=\"https:\/\/github.com\/khanfarhan10\/TextSentimentAnalysis\" target=\"blank\" rel=\"nofollow noopener\">Get Started<\/a><\/p>\n<\/div><\/div><h3 id=\"legal-document-search\">9. Full-Text Search for Legal Documents<\/h3><p>This project is about building a full-text search engine for legal documents that supports synonyms, stemming, and keyword-based queries.<\/p><p>You&rsquo;ll learn about analyzers, stopwords, and complex query strategies in hard-level Elasticsearch projects.<\/p><div class=\"su-note\" style=\"border-color:#dddfde;border-radius:3px;-moz-border-radius:3px;-webkit-border-radius:3px;\"><div class=\"su-note-inner su-u-clearfix su-u-trim\" style=\"background-color:#f7f9f8;border-color:#ffffff;color:#333333;border-radius:3px;-moz-border-radius:3px;-webkit-border-radius:3px;\">\n<p><strong>Duration:<\/strong> 10 hrs<\/p>\n<p><strong>Project Complexity:<\/strong> Hard<\/p>\n<p><strong>Key Concepts Covered:<\/strong><\/p>\n<ul>\n<li>Full-text indexing<\/li>\n<li>Synonym mapping<\/li>\n<li>Advanced analyzers<\/li>\n<\/ul>\n<p><strong>Implementation Steps:<\/strong><\/p>\n<ul>\n<li>Prepare a corpus of legal documents<\/li>\n<li>Define analyzers for legal language<\/li>\n<li>Configure index settings and mappings<\/li>\n<li>Build complex queries for phrase search<\/li>\n<li>Add document highlights in results<\/li>\n<\/ul>\n<p><strong>Required Pre-requisites:<\/strong><\/p>\n<ul>\n<li>Familiarity with legal text<\/li>\n<li>Elasticsearch internals<\/li>\n<li>JSON and query syntax<\/li>\n<\/ul>\n<p><strong>Resources Required:<\/strong><\/p>\n<ul>\n<li>Legal dataset<\/li>\n<li>Elasticsearch cluster<\/li>\n<li>Lightweight UI tool<\/li>\n<\/ul>\n<p><strong>Real-World Application:<\/strong><\/p>\n<ul>\n<li>Law firm research tools<\/li>\n<li>Legal discovery automation<\/li>\n<\/ul>\n<p><a class=\"cta-button\" href=\"https:\/\/github.com\/bytefish\/ElasticsearchFulltextExample\" target=\"blank\" rel=\"nofollow noopener\">Get Started<\/a><\/p>\n<\/div><\/div><h3 id=\"job-search-platform\">10. Scalable Job Search Platform using Elasticsearch<\/h3><p>This project is about building a high-performance job listing platform with filters, keyword search, and geolocation capabilities.<\/p><p>You&rsquo;ll learn scaling techniques, ranking models, and advanced filtering.<\/p><div class=\"su-note\" style=\"border-color:#dddfde;border-radius:3px;-moz-border-radius:3px;-webkit-border-radius:3px;\"><div class=\"su-note-inner su-u-clearfix su-u-trim\" style=\"background-color:#f7f9f8;border-color:#ffffff;color:#333333;border-radius:3px;-moz-border-radius:3px;-webkit-border-radius:3px;\">\n<p><strong>Duration:<\/strong> 12 hrs<\/p>\n<p><strong>Project Complexity:<\/strong> Hard<\/p>\n<p><strong>Key Concepts Covered:<\/strong><\/p>\n<ul>\n<li>Geospatial queries<\/li>\n<li>Result ranking<\/li>\n<li>Aggregations<\/li>\n<\/ul>\n<p><strong>Implementation Steps:<\/strong><\/p>\n<ul>\n<li>Collect job listing data with location and tags<\/li>\n<li>Define multi-field mappings<\/li>\n<li>Implement advanced search filters<\/li>\n<li>Build job ranking algorithm<\/li>\n<li>Integrate frontend with real-time querying<\/li>\n<\/ul>\n<p><strong>Required Pre-requisites:<\/strong><\/p>\n<ul>\n<li>Search architecture basics<\/li>\n<li>Elasticsearch clusters<\/li>\n<li>REST API and front-end integration<\/li>\n<\/ul>\n<p><strong>Resources Required:<\/strong><\/p>\n<ul>\n<li>Job listing dataset<\/li>\n<li>Elasticsearch (hosted or local)<\/li>\n<li>Frontend framework<\/li>\n<\/ul>\n<p><strong>Real-World Application:<\/strong><\/p>\n<ul>\n<li>Recruitment platforms<\/li>\n<li>Career portals with smart search<\/li>\n<\/ul>\n<p><a class=\"cta-button\" href=\"https:\/\/github.com\/elastic\/elasticsearch\" target=\"blank\" rel=\"nofollow noopener\">Get Started<\/a><\/p>\n<\/div><\/div><h2>Final Words<\/h2><p>Elasticsearch projects for beginners help you build strong search and data analysis skills. They are a great way to learn how powerful search engines work behind the scenes.<\/p><p>Starting with Elasticsearch will open up opportunities in big data and intelligent search systems.<\/p><hr><h2>Frequently Asked Questions<\/h2><h3>1. What are some easy Elasticsearch project ideas for beginners?<\/h3><p>Some easy Elasticsearch project ideas for beginners include building a simple search engine, creating a product search tool, or indexing log files for analysis.<\/p><h3>2. Why are Elasticsearch project ideas important for beginners?<\/h3><p>Elasticsearch project ideas are important for beginners because they teach how to store, search, and analyze data efficiently at scale.<\/p><h3>3. What skills can beginners learn from the Elasticsearch project ideas?<\/h3><p>Beginners can learn indexing, query building, and data visualization from the Elasticsearch project ideas.<\/p><h3>4. Which Elasticsearch project is recommended for someone with no prior programming experience?<\/h3><p>A recommended Elasticsearch project for someone with no prior programming experience is setting up a basic text search interface using Kibana and sample datasets.<\/p><h3>5. How long does it typically take to complete a beginner-level Elasticsearch project?<\/h3><p>It typically takes around 5 to 8 hours to complete a beginner-level Elasticsearch project, depending on the dataset and setup involved.<\/p><hr><h2>Explore More Project Ideas<\/h2><ul class=\"explore-more\">\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/python-project-ideas-for-beginners\/\">Python<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/java-project-ideas-for-beginners\/\">Java<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/c-programming-project-ideas-for-beginners\/\">C Programming<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/html-and-css-project-ideas-for-beginners\/\">HTML and CSS<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/react-project-ideas-for-beginners\/\">React<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/javascript-project-ideas-for-beginners\/\">JavaScript<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/php-project-ideas-for-beginners\/\">PHP<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/cpp-project-ideas-for-beginners\/\">C++<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/dbms-project-ideas-for-beginners\/\">DBMS<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/sql-project-ideas-for-beginners\/\">SQL<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/excel-project-ideas-for-beginners\/\">Excel<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/angular-project-ideas-for-beginners\/\">Angular<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/node-js-project-ideas-for-beginners\/\">Node JS<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/dsa-project-ideas-for-beginners\/\">DSA<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/django-project-ideas-for-beginners\/\">Django<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/power-bi-project-ideas-for-beginners\/\">Power BI<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/r-programming-project-ideas-for-beginners\/\">R Programming<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/operating-system-project-ideas-for-beginners\/\">Operating System<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/mongodb-project-ideas-for-beginners\/\">MongoDB<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/react-native-project-ideas-for-beginners\/\">React Native<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/golang-project-ideas-for-beginners\/\">Golang<\/a><\/li>\n<li><a 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href=\"https:\/\/www.placementpreparation.io\/blog\/react-redux-project-ideas-for-beginners\/\">React Redux<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/rust-project-ideas-for-beginners\/\">Rust<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/shell-scripting-project-ideas-for-beginners\/\">Shell Scripting<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/vue-js-project-ideas-for-beginners\/\">Vue JS<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/typescript-project-ideas-for-beginners\/\">TypeScript<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/swift-project-ideas-for-beginners\/\">Swift<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/perl-project-ideas-for-beginners\/\">Perl<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/scala-project-ideas-for-beginners\/\">Scala<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/figma-project-ideas-for-beginners\/\">Figma<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/rpa-project-ideas-for-beginners\/\">RPA<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/ui-ux-project-ideas-for-beginners\/\">UI\/UX<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/automation-testing-project-ideas-for-beginners\/\">Automation Testing<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/blockchain-project-ideas-for-beginners\/\">Blockchain<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/cloud-computing-project-ideas-for-beginners\/\">Cloud Computing<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/devops-project-ideas-for-beginners\/\">DevOps<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/selenium-project-ideas-for-beginners\/\">Selenium<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/internet-of-things-project-ideas-for-beginners\/\">Internet of Things<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/web-development-project-ideas-for-beginners\/\">Web Development<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/data-science-project-ideas-for-beginners\/\">Data Science<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/android-project-ideas-for-beginners\/\">Android<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/data-analytics-project-ideas-for-beginners\/\">Data Analytics<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/front-end-project-ideas-for-beginners\/\">Front-End<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/backend-project-ideas-for-beginners\/\">Back End<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/mern-stack-project-ideas-for-beginners\/\">MERN Stack<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/big-data-project-ideas-for-beginners\/\">Big Data<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/data-engineering-project-ideas-for-beginners\/\">Data Engineering<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/full-stack-project-ideas-for-beginners\/\">Full Stack<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/mean-stack-project-ideas-for-beginners\/\">MEAN Stack<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/artificial-intelligence-project-ideas-for-beginners\/\">Artificial Intelligence<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/machine-learning-project-ideas-for-beginners\/\">Machine Learning<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/arduino-project-ideas-for-beginners\/\">Arduino<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/cyber-security-project-ideas-for-beginners\/\">Cyber Security<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/raspberry-pi-project-ideas-for-beginners\/\">Raspberry Pi<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/spring-boot-project-ideas-for-beginners\/\">Spring Boot<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/nlp-project-ideas-for-beginners\/\">NLP<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/embedded-systems-project-ideas-for-beginners\/\">Embedded Systems<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/computer-network-project-ideas-for-beginners\/\">Computer Network<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/game-development-project-ideas-for-beginners\/\">Game Development<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/flask-project-ideas-for-beginners\/\">Flask<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/data-visualization-project-ideas-for-beginners\/\">Data Visualization<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/ethical-hacking-project-ideas-for-beginners\/\">Ethical Hacking<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/computer-vision-project-ideas-for-beginners\/\">Computer Vision<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/aws-project-ideas-for-beginners\/\">AWS<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/data-mining-project-ideas-for-beginners\/\">Data Mining<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/azure-project-ideas-for-beginners\/\">Azure<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/network-security-project-ideas-for-beginners\/\">Network Security<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/microservices-project-ideas-for-beginners\/\">Microservices<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/augmented-reality-project-ideas-for-beginners\/\">Augmented Reality<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/bioinformatics-project-ideas-for-beginners\/\">Bioinformatics<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/virtual-reality-project-ideas-for-beginners\/\">Virtual Reality<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/text-mining-project-ideas-for-beginners\/\">Text Mining<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/unity-project-ideas-for-beginners\/\">Unity<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/kubernetes-project-ideas-for-beginners\/\">Kubernetes<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/unreal-engine-project-ideas-for-beginners\/\">Unreal Engine<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/terraform-project-ideas-for-beginners\/\">Terraform<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/linux-project-ideas-for-beginners\/\">Linux<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/chatbot-project-ideas-for-beginners\/\">Chatbot<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/deep-learning-project-ideas-for-beginners\/\">Deep Learning<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/api-project-ideas-for-beginners\/\">API<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/cloud-security-project-ideas-for-beginners\/\">Cloud Security<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/home-automation-project-ideas-for-beginners\/\">Home Automation<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/quantum-computing-project-ideas-for-beginners\/\">Quantum Computing<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/fintech-project-ideas-for-beginners\/\">FinTech<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/sentiment-analysis-project-ideas-for-beginners\/\">Sentiment Analysis<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/recommendation-system-project-ideas-for-beginners\/\">Recommendation System<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/robotics-project-ideas-for-beginners\/\">Robotics<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/nodemcu-project-ideas-for-beginners\/\">NodeMCU<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/llm-project-ideas-for-beginners\/\">Large Language Models<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/penetration-testing-project-ideas-for-beginners\/\">Penetration Testing<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/google-cloud-platform-project-ideas-for-beginners\/\">Google Cloud Platform<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/edge-computing-project-ideas-for-beginners\/\">Edge Computing<\/a><\/li>\n<li><a href=\"https:\/\/www.placementpreparation.io\/blog\/pattern-recognition-project-ideas-for-beginners\/\">Pattern Recognition<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Are you interested in building fast and scalable search features? Elasticsearch is a powerful tool for searching and analyzing large volumes of data.These ElasticSearch project ideas will teach you to create real-time search systems and explore data like a pro.10 Beginner-Friendly ElasticSearch Project Ideas &ndash; OverviewHere&rsquo;s an overview of the 10 best ElasticSearch Project Ideas [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":15491,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[42],"tags":[],"class_list":["post-15468","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-programming"],"_links":{"self":[{"href":"https:\/\/www.placementpreparation.io\/blog\/wp-json\/wp\/v2\/posts\/15468","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.placementpreparation.io\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.placementpreparation.io\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.placementpreparation.io\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.placementpreparation.io\/blog\/wp-json\/wp\/v2\/comments?post=15468"}],"version-history":[{"count":9,"href":"https:\/\/www.placementpreparation.io\/blog\/wp-json\/wp\/v2\/posts\/15468\/revisions"}],"predecessor-version":[{"id":15908,"href":"https:\/\/www.placementpreparation.io\/blog\/wp-json\/wp\/v2\/posts\/15468\/revisions\/15908"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.placementpreparation.io\/blog\/wp-json\/wp\/v2\/media\/15491"}],"wp:attachment":[{"href":"https:\/\/www.placementpreparation.io\/blog\/wp-json\/wp\/v2\/media?parent=15468"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.placementpreparation.io\/blog\/wp-json\/wp\/v2\/categories?post=15468"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.placementpreparation.io\/blog\/wp-json\/wp\/v2\/tags?post=15468"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}