{"id":14912,"date":"2026-08-10T11:20:44","date_gmt":"2026-08-10T11:20:44","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-hands-on-introduction-to-vector-databases-2026-7\/"},"modified":"2026-08-10T11:20:44","modified_gmt":"2026-08-10T11:20:44","slug":"udemy-hands-on-introduction-to-vector-databases-2026-7","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-hands-on-introduction-to-vector-databases-2026-7\/","title":{"rendered":"Udemy \u2013 Hands-On Introduction to Vector Databases 2026-7"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2>Description<\/h2>\n<p>Hands-On Introduction to Vector Databases is a course on understanding and building applications with vector databases for modern AI systems published by Udemy Online Academy. Designed for software developers, AI engineers, machine learning specialists, and data scientists, this course explains how vector databases enable semantic search, retrieval-augmented generation (RAG), recommender systems, and other AI-based applications. Individuals will learn about vector embeddings, similarity search, indexing techniques, nearest neighbor algorithms, metadata filtering, database integration, and how to connect vector databases with large language models (LLMs).<\/p>\n<p>This course provides a hands-on introduction to vector databases, one of the core technologies behind modern AI applications. You will start by understanding what embeddings are, how they represent the semantic meaning of text, and why traditional relational and NoSQL databases are not designed for similarity searching. You will learn how to create embeddings, store them in vector databases, and perform fast semantic searches that return results based on meaning rather than exact text matches. By the end of this course, you will be able to work with embeddings, perform semantic search, understand vector indexing strategies, and integrate vector databases into your AI applications.<\/p>\n<h3>What you\u2019ll learn in the Hands-On Introduction to Vector Databases course:<\/h3>\n<ul>\n<li>Understand what vector databases are and when to use them<\/li>\n<li>Learn how embeddings work and how to capture their semantic meaning<\/li>\n<li>Set up and work with vector databases like Pinecone and Weaviate<\/li>\n<li>Perform similarity searches and semantic queries<\/li>\n<li>Implement retrieval-augmented generation (RAG) patterns<\/li>\n<li>Work with metadata filtering and combinatorial search<\/li>\n<li>Understand vector indexing algorithms like HNSW and IVF<\/li>\n<li>And more\u2026<\/li>\n<\/ul>\n<h3>Course Details<\/h3>\n<p>Publisher: <a href=\"https:\/\/href.li\/?https:\/\/www.udemy.com\/course\/hands-on-introduction-to-vector-databases\/?couponCode=MT260720G2\" target=\"_blank\" rel=\"noopener\">Udemy<\/a><br \/>Instructor: <a href=\"https:\/\/downloadly.net\/tag\/Lukasz-Kallas\/\" target=\"_blank\" rel=\"noopener\">Lukasz Kallas<\/a><br \/>Language: English<br \/>Level: Beginner<br \/>Number of lessons: 19<br \/>Time: 2 hours and 56 minutes<\/p>\n<h3>Course Topics<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1043597\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2026\/07\/Hands-On-Introduction-to-Vector-Databases-Co.png\" alt=\"Hands-On Introduction to Vector Databases Content\" width=\"996\" height=\"442\"><\/p>\n<h3>Prerequisites for the Hands-On Introduction to Vector Databases course<\/h3>\n<p dir=\"ltr\" style=\"text-align: left\">Basic programming knowledge<br \/>Basic understanding of machine learning concepts helpful but not required<\/p>\n<h3>Course Images<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1043598\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2026\/07\/Hands-On-Introduction-to-Vector-Databases.png\" alt=\"Hands-On Introduction to Vector Databases\" width=\"984\" height=\"345\"><\/p>\n<h3>Hands-On Introduction to Vector course Databases introduction video<\/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-197991-1\"><video class=\"wp-video-shortcode\" id=\"video-197991-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Hands_On_Introduction_to_Vector_Databases_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Hands_On_Introduction_to_Vector_Databases_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Hands_On_Introduction_to_Vector_Databases_Downloadly.ir.mp4?nocache=1786179134297\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Hands_On_Introduction_to_Vector_Databases_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<h3>Installation Guide<\/h3>\n<p>After Extract, watch with your favorite Player.<\/p>\n<p>Subtitle: English<\/p>\n<p>Quality: 1080p<\/p>\n<h3>Downloadly Link<\/h3>\n<p><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Udemy_Hands_On_Introduction_to_Vector_Databases_2026-7.part1_Downloadly.ir.rar?nocache=1786179133\">Download Part 1 \u2013 1 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Udemy_Hands_On_Introduction_to_Vector_Databases_2026-7.part2_Downloadly.ir.rar?nocache=1786179133\">Download Part 2 \u2013 1 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Udemy_Hands_On_Introduction_to_Vector_Databases_2026-7.part3_Downloadly.ir.rar?nocache=1786179133\">Download Part 3 \u2013 1 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Udemy_Hands_On_Introduction_to_Vector_Databases_2026-7.part4_Downloadly.ir.rar?nocache=1786179133\">Download Part 4 \u2013 293 MB<\/a><\/p>\n<h3>Rapidgator Link<\/h3>\n<p><a href=\"https:\/\/rapidgator.net\/file\/bfebf3f861a98aab49a3b552ef005ca3\/Udemy_Hands_On_Introduction_to_Vector_Databases_2026-7.part1_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 1 \u2013 1 GB<\/a><\/p>\n<p><a href=\"https:\/\/rapidgator.net\/file\/9dc93fa7b477a2e17241e37fd79a62e0\/Udemy_Hands_On_Introduction_to_Vector_Databases_2026-7.part2_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 2 \u2013 1 GB<\/a><\/p>\n<p><a href=\"https:\/\/rapidgator.net\/file\/c671cf1a0936adb13f6ece6e0c25bcbf\/Udemy_Hands_On_Introduction_to_Vector_Databases_2026-7.part3_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 3 \u2013 1 GB<\/a><\/p>\n<p><a href=\"https:\/\/rapidgator.net\/file\/eff1bacfe35be46a1b091207999d8500\/Udemy_Hands_On_Introduction_to_Vector_Databases_2026-7.part4_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 4 \u2013 293 MB<\/a><\/p>\n<h5>File(s) Password: www.downloadly.ir<\/h5>\n<h3>File Size<\/h3>\n<p>3.2 GB<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Hands-On Introduction to Vector Databases is a course on understanding and building applications with vector databases for modern AI systems publish<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[121411,121412,121413,121414,121016,121415,121416,121417,121418],"class_list":["post-14912","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-hands-on-introduction-to-vector-databases","dgi_tag-hands-on-introduction-to-vector-databases-download","dgi_tag-hands-on-introduction-to-vector-databases-free","dgi_tag-hands-on-introduction-to-vector-databases-free-download","dgi_tag-lukasz-kallas","dgi_tag-udemy-hands-on-introduction-to-vector-databases","dgi_tag-udemy-hands-on-introduction-to-vector-databases-download","dgi_tag-udemy-hands-on-introduction-to-vector-databases-free","dgi_tag-udemy-hands-on-introduction-to-vector-databases-free-download"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/14912","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\/14912\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=14912"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=14912"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=14912"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}