{"id":13580,"date":"2026-08-10T11:01:20","date_gmt":"2026-08-10T11:01:20","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-ai-ml-search-with-opensearch-elasticsearch-ai-ml-2025-1\/"},"modified":"2026-08-10T11:01:20","modified_gmt":"2026-08-10T11:01:20","slug":"udemy-ai-ml-search-with-opensearch-elasticsearch-ai-ml-2025-1","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-ai-ml-search-with-opensearch-elasticsearch-ai-ml-2025-1\/","title":{"rendered":"Udemy \u2013 AI &#038; ML Search with OpenSearch (elasticsearch + AI\/ML) 2025-1"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Description<\/span><\/h2>\n<p dir=\"ltr\" style=\"text-align: left\" data-path-to-node=\"9\"><span dir=\"auto\" style=\"vertical-align: inherit\">AI &amp; ML Search with OpenSearch (elasticsearch + AI\/ML) course. This comprehensive course teaches how to implement advanced search methods including semantic, hybrid, neural, and multi-modal using the open-source OpenSearch platform. OpenSearch, a fork of Elasticsearch, fully preserves the lexical search capabilities based on the BM25 algorithm, while allowing integration with large language models, providers such as OpenAI, and implementing agent-based workflows. The training content focuses on AI\/ML use cases such as incremental retrieval-based production and migration from Elasticsearch, as well as traditional concepts for understanding historical context. The course relies on the production version of OpenSearch 2.17 and makes extensive use of Docker to ensure repeatability. The OpenSearch platform has gained a strong foothold in enterprise environments, with support from companies such as Oracle and the AWS cloud service, and its main components include OpenSearch, an alternative to Elasticsearch, Data Prepper, equivalent to Logstash, and OpenSearch Dashboards, similar to Kibana.<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">What you will learn<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li data-path-to-node=\"12,0,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Understand and implement traditional search, neural search, and hybrid search using Amazon OpenSearch, an Apache-licensed open source platform.<\/span><\/li>\n<li data-path-to-node=\"12,1,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Implement semantic search and retrieval-based augmented production (RAG) using locally hosted models or external LLM providers such as OpenAI.<\/span><\/li>\n<li data-path-to-node=\"12,2,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Deploy real-time projects entirely on a local machine or a cloud virtual machine (Cloud VM) using VS Code, Shell scripts, Python, and YAMl templates.<\/span><\/li>\n<li data-path-to-node=\"12,3,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Implement reporting, alerting, dashboards, observability log patterns while understanding integration points with the cloud.<\/span><\/li>\n<li data-path-to-node=\"12,4,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Completed multiple case studies, including migrating production data from Elasticsearch to OpenSearch.<\/span><\/li>\n<li data-path-to-node=\"12,5,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Understand and implement agent-based workflows including RAG architectures on local and external LLMs.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">This course is suitable for people who:<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li data-path-to-node=\"15,0,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Undergraduate students without real-world project experience.<\/span><\/li>\n<li data-path-to-node=\"15,1,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Real-world experienced professionals from non-search (or even search) domains.<\/span><\/li>\n<li data-path-to-node=\"15,2,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Software Developer.<\/span><\/li>\n<li data-path-to-node=\"15,3,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">DevOps Engineer \/ SysOps Admin \/ Site Reliability Engineer.<\/span><\/li>\n<li data-path-to-node=\"15,4,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Data Scientist \/ Analyst \/ Engineer.<\/span><\/li>\n<li data-path-to-node=\"15,5,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Engineers who are planning to make a lateral career change (towards search and AI\/ML).<\/span><\/li>\n<li data-path-to-node=\"15,6,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Polyglot Engineers are passionate about saving costs and improving the performance of existing search platforms.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Course details<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li data-path-to-node=\"18,0,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Publisher: <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.udemy.com\/course\/ai-ml-search-with-opensearch\/?couponCode=CP251129CMG1\" target=\"_blank\" rel=\"noopener\"><span dir=\"auto\" style=\"vertical-align: inherit\">Udemy<\/span><\/a><\/li>\n<li data-path-to-node=\"18,1,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Instructor: <\/span><a href=\"https:\/\/downloadlynet.ir\/tag\/pradeep-macharla\/\"><span dir=\"auto\" style=\"vertical-align: inherit\">Pradeep Macharla<\/span><\/a><\/li>\n<li data-path-to-node=\"18,2,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Training level: Beginner to advanced<\/span><\/li>\n<li data-path-to-node=\"18,3,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Training duration: 16 hours and 35 minutes<\/span><\/li>\n<li data-path-to-node=\"18,4,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Number of lessons: 74<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Course syllabus in 2025\/5<\/span><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-1022838 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/12\/AI-ML-Search-with-OpenSearch-elasticsearch-AI-ML-1.png\" alt=\"AI &amp; ML Search with OpenSearch (elasticsearch + AI\/ML)\" width=\"889\" height=\"814\"><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Prerequisites for the AI \u200b\u200b&amp; ML Search with OpenSearch (elasticsearch + AI\/ML) course<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Basics of running docker container, python programming basics, and eagerness to understand and unpack how search works<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Local laptop with at least 4GB RAM (8GB preferable) and 2 CPU cores (4 preferable). Be ready to spend about $5 or less using a public LLM service eg Open AI<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Course images<\/span><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-1022839 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/12\/AI-ML-Search-with-OpenSearch-elasticsearch-AI-ML.png\" alt=\"AI &amp; ML Search with OpenSearch (elasticsearch + AI\/ML)\" width=\"896\" height=\"334\"><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Sample course video<\/span><\/h3>\n<div style=\"width: 640px;\" class=\"wp-video\"><span class=\"mejs-offscreen\">Video Player<\/span><\/p>\n<div id=\"mep_0\" class=\"mejs-container mejs-container-keyboard-inactive wp-video-shortcode mejs-video\" tabindex=\"0\" role=\"application\" aria-label=\"Video Player\" style=\"width: 640px; height: 360px; min-width: 217px;\">\n<div class=\"mejs-inner\">\n<div class=\"mejs-mediaelement\"><mediaelementwrapper id=\"video-186760-1\"><video class=\"wp-video-shortcode\" id=\"video-186760-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/AI_And_ML_Search_with_OpenSearch_elasticsearch_Plus_AIML_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/AI_And_ML_Search_with_OpenSearch_elasticsearch_Plus_AIML_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/AI_And_ML_Search_with_OpenSearch_elasticsearch_Plus_AIML_Downloadly.ir.mp4?nocache=1786175988180\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/AI_And_ML_Search_with_OpenSearch_elasticsearch_Plus_AIML_Downloadly.ir.mp4<\/a><\/video><\/mediaelementwrapper><\/div>\n<div class=\"mejs-layers\">\n<div class=\"mejs-poster mejs-layer\" style=\"display: none; width: 100%; height: 100%;\"><\/div>\n<div class=\"mejs-overlay mejs-layer\" style=\"display: none; width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-loading\"><span class=\"mejs-overlay-loading-bg-img\"><\/span><\/div>\n<\/div>\n<div class=\"mejs-overlay mejs-layer\" style=\"display: none; width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-error\"><\/div>\n<\/div>\n<div class=\"mejs-overlay mejs-layer mejs-overlay-play\" style=\"width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-button\" role=\"button\" tabindex=\"0\" aria-label=\"Play\" aria-pressed=\"false\"><\/div>\n<\/div>\n<\/div>\n<div class=\"mejs-controls\">\n<div class=\"mejs-button mejs-playpause-button mejs-play\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Play\" aria-label=\"Play\" tabindex=\"0\"><\/button><\/div>\n<div class=\"mejs-time mejs-currenttime-container\" role=\"timer\" aria-live=\"off\"><span class=\"mejs-currenttime\">00:00<\/span><\/div>\n<div class=\"mejs-time-rail\"><span class=\"mejs-time-total mejs-time-slider\" role=\"slider\" tabindex=\"0\" aria-label=\"Time Slider\" aria-valuemin=\"0\" aria-valuemax=\"0\" aria-valuenow=\"0\" aria-valuetext=\"00:00\"><span class=\"mejs-time-buffering\" style=\"display: none;\"><\/span><span class=\"mejs-time-loaded\"><\/span><span class=\"mejs-time-current\"><\/span><span class=\"mejs-time-hovered no-hover\"><\/span><span class=\"mejs-time-handle\"><span class=\"mejs-time-handle-content\"><\/span><\/span><span class=\"mejs-time-float\"><span class=\"mejs-time-float-current\">00:00<\/span><span class=\"mejs-time-float-corner\"><\/span><\/span><\/span><\/div>\n<div class=\"mejs-time mejs-duration-container\"><span class=\"mejs-duration\">00:00<\/span><\/div>\n<div class=\"mejs-button mejs-volume-button mejs-mute\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Mute\" aria-label=\"Mute\" tabindex=\"0\"><\/button><a href=\"javascript:void(0);\" class=\"mejs-volume-slider\" aria-label=\"Volume Slider\" aria-valuemin=\"0\" aria-valuemax=\"100\" role=\"slider\" aria-orientation=\"vertical\"><span class=\"mejs-offscreen\">Use Up\/Down Arrow keys to increase or decrease volume.<\/span><\/p>\n<div class=\"mejs-volume-total\">\n<div class=\"mejs-volume-current\" style=\"bottom: 0px; height: 100%;\"><\/div>\n<div class=\"mejs-volume-handle\" style=\"bottom: 100%; margin-bottom: -3px;\"><\/div>\n<\/div>\n<p><\/a><\/div>\n<div class=\"mejs-button mejs-fullscreen-button\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Fullscreen\" aria-label=\"Fullscreen\" tabindex=\"0\"><\/button><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div dir=\"ltr\" style=\"text-align: left\">\n<h3><span dir=\"auto\" style=\"vertical-align: inherit\">Installation Guide<\/span><\/h3>\n<p><span dir=\"auto\" style=\"vertical-align: inherit\">After Extract, view with your favorite player.<\/span><\/p>\n<p><span dir=\"auto\" style=\"vertical-align: inherit\">Subtitles: None<\/span><\/p>\n<p><span dir=\"auto\" style=\"vertical-align: inherit\">Quality: 720p<\/span><\/p>\n<\/div>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Download link<\/span><\/h3>\n<h4 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Downloadly<\/span><\/h4>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Udemy_AI_And_ML_Search_with_OpenSearch_elasticsearch_Plus_AIML_2025-1.part1_Downloadly.ir.rar?nocache=1786175986\"><span dir=\"auto\" style=\"vertical-align: inherit\">Download Part 1 \u2013 2 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Udemy_AI_And_ML_Search_with_OpenSearch_elasticsearch_Plus_AIML_2025-1.part2_Downloadly.ir.rar?nocache=1786175986\"><span dir=\"auto\" style=\"vertical-align: inherit\">Download Part 2 \u2013 2 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Udemy_AI_And_ML_Search_with_OpenSearch_elasticsearch_Plus_AIML_2025-1.part3_Downloadly.ir.rar?nocache=1786175986\"><span dir=\"auto\" style=\"vertical-align: inherit\">Download Part 3 \u2013 2 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Udemy_AI_And_ML_Search_with_OpenSearch_elasticsearch_Plus_AIML_2025-1.part4_Downloadly.ir.rar?nocache=1786175986\"><span dir=\"auto\" style=\"vertical-align: inherit\">Download Part 4 \u2013 2 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Udemy_AI_And_ML_Search_with_OpenSearch_elasticsearch_Plus_AIML_2025-1.part5_Downloadly.ir.rar?nocache=1786175986\"><span dir=\"auto\" style=\"vertical-align: inherit\">Download Part 5 \u2013 1.2 MB<\/span><\/a><\/p>\n<h4 dir=\"ltr\">Rapidgator link<\/h4>\n<p><a href=\"https:\/\/rapidgator.net\/file\/a16f34ff6ace9a7b94c2256815c0fe3b\/Udemy_AI_And_ML_Search_with_OpenSearch_elasticsearch_Plus_AIML_2025-1.part1_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 1 \u2013 2 GB<\/a><\/p>\n<p><a href=\"https:\/\/rapidgator.net\/file\/73ad058752008f6c57c718c3d3fc7945\/Udemy_AI_And_ML_Search_with_OpenSearch_elasticsearch_Plus_AIML_2025-1.part2_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 2 \u2013 2 GB<\/a><\/p>\n<p><a href=\"https:\/\/rapidgator.net\/file\/a26fe8aff3581a15a3c9127349c01091\/Udemy_AI_And_ML_Search_with_OpenSearch_elasticsearch_Plus_AIML_2025-1.part3_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 3 \u2013 2 GB<\/a><\/p>\n<p><a href=\"https:\/\/rapidgator.net\/file\/62a5ace62d87f6473806003682baa333\/Udemy_AI_And_ML_Search_with_OpenSearch_elasticsearch_Plus_AIML_2025-1.part4_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 4 \u2013 2 GB<\/a><\/p>\n<p><a href=\"https:\/\/rapidgator.net\/file\/4cbca7d4917624e63228f9a195f57ab0\/Udemy_AI_And_ML_Search_with_OpenSearch_elasticsearch_Plus_AIML_2025-1.part5_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 5 \u2013 1.2 GB<\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">File(s) password: www.downloadly.ir<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">File size<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">9.2 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description AI &amp; ML Search with OpenSearch (elasticsearch + AI\/ML) course. This comprehensive course teaches how to implement advanced search methods includ<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[111090,111091,111092,111093,111094,111095],"class_list":["post-13580","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-ai-ml-search-with-opensearch-elasticsearch-ai-ml","dgi_tag-download-ai-ml-search-with-opensearch-elasticsearch-ai-ml","dgi_tag-download-course-ai-ml-search-with-opensearch-elasticsearch-ai-ml","dgi_tag-free-ai-ml-search-with-opensearch-elasticsearch-ai-ml","dgi_tag-free-download-ai-ml-search-with-opensearch-elasticsearch-ai-ml","dgi_tag-pradeep-macharla"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/13580","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item"}],"about":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/types\/digital_item"}],"author":[{"embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"version-history":[{"count":0,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/13580\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=13580"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=13580"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=13580"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}