{"id":9971,"date":"2026-08-10T10:13:32","date_gmt":"2026-08-10T10:13:32","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-ai-mastery-recommendation-engines-unleashed-2024-3\/"},"modified":"2026-08-10T10:13:32","modified_gmt":"2026-08-10T10:13:32","slug":"udemy-ai-mastery-recommendation-engines-unleashed-2024-3","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-ai-mastery-recommendation-engines-unleashed-2024-3\/","title":{"rendered":"Udemy \u2013 AI Mastery: Recommendation Engines Unleashed 2024-3"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Description<\/span><\/h2>\n<p dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">AI Mastery: Recommendation Engines Unleashed. This advanced course provides you with the knowledge and skills to understand and build recommendation engines through hands-on projects. Suitable for data enthusiasts, data scientists, and industry professionals, this course is designed with a focus on collaborative filtering and advanced book and movie recommendation systems. The first part teaches the basics of recommender engines, setting up an Anaconda environment, and implementing evaluation models. The second part explores building a book recommendation system, covering concepts such as data management, content-based recommendation functions, and feature extraction. The third part develops a more advanced book system using hybrid models. The final part covers transferring this knowledge to the film domain, including building simple and content-based recommenders. With real-world projects, up-to-date industry techniques, and comprehensive coverage of concepts, this course prepares you to design effective recommender systems across a variety of domains.<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"39:1-39:25\"><span style=\"vertical-align: inherit\">What you will learn:<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"41:1-49:0\">\n<li data-sourcepos=\"41:1-41:58\"><span style=\"vertical-align: inherit\">Basics of Recommendation Engines, including collaborative filtering.<\/span><\/li>\n<li data-sourcepos=\"42:1-42:78\"><span style=\"vertical-align: inherit\">Setting up the environment with Anaconda, downloading datasets, and using the Surprise library.<\/span><\/li>\n<li data-sourcepos=\"43:1-43:67\"><span style=\"vertical-align: inherit\">Implement cross-validation models to train and test predictions.<\/span><\/li>\n<li data-sourcepos=\"44:1-44:77\"><span style=\"vertical-align: inherit\">Developing functions to perform movie predictions and create a basic Book Recommender.<\/span><\/li>\n<li data-sourcepos=\"45:1-45:67\"><span style=\"vertical-align: inherit\">Explore advanced topics such as content-based recommendation and feature extraction.<\/span><\/li>\n<li data-sourcepos=\"46:1-46:76\"><span style=\"vertical-align: inherit\">Building an Advanced Book Recommender with hybrid models and user-specific recommendations.<\/span><\/li>\n<li data-sourcepos=\"47:1-47:79\"><span style=\"vertical-align: inherit\">Development of a Movie Recommendation Engine, including simple, content-based recommenders.<\/span><\/li>\n<li data-sourcepos=\"48:1-49:0\"><span style=\"vertical-align: inherit\">Throughout the course, students will gain practical experience through hands-on projects and enhance their skills in building effective recommender systems.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"50:1-50:32\"><span style=\"vertical-align: inherit\">Who is this course suitable for?<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"52:1-57:0\">\n<li data-sourcepos=\"52:1-52:88\"><span style=\"vertical-align: inherit\">People who are interested in mastering the basics of Recommendation Engines and collaborative filtering.<\/span><\/li>\n<li data-sourcepos=\"53:1-53:94\"><span style=\"vertical-align: inherit\">Data science enthusiasts looking to gain hands-on experience building functional recommender systems.<\/span><\/li>\n<li data-sourcepos=\"54:1-54:101\"><span style=\"vertical-align: inherit\">Professionals who want to improve their skills in data analysis and implementation of recommender algorithms.<\/span><\/li>\n<li data-sourcepos=\"55:1-55:102\"><span style=\"vertical-align: inherit\">Students and researchers seeking a comprehensive understanding of advanced recommendation techniques and content-based models.<\/span><\/li>\n<li data-sourcepos=\"56:1-57:0\"><span style=\"vertical-align: inherit\">Anyone looking to use recommender engine concepts in real-world projects, such as book and movie recommenders.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">AI Mastery: Recommendation Engines Unleashed Course Details<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li><span style=\"vertical-align: inherit\">Publisher:&nbsp; <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.udemy.com\/course\/recommendation-system-recommendation-engine-with-python\/?couponCode=KEEPLEARNINGGB\" target=\"_blank\" rel=\"noopener\"><span style=\"vertical-align: inherit\">Udemy<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Instructor:&nbsp; <\/span><a class=\"ud-btn ud-btn-medium ud-btn-link ud-heading-sm ud-text-sm ud-instructor-links\" href=\"https:\/\/downloadlynet.ir\/tag\/educba-bridging-the-gap\/\" data-position=\"1\"><span class=\"ud-btn-label\"><span style=\"vertical-align: inherit\">EDUCBA Bridging the Gap<\/span><\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Training level: Beginner to advanced<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Training duration: 4 hours and 59 minutes<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Number of lessons: 40<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course topics<\/span><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-980023 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/04\/AI-Mastery-Recommendation-Engines-Unleashed-1.png\" alt=\"AI Mastery: Recommendation Engines Unleashed\" width=\"879\" height=\"337\"><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Prerequisites for the AI \u200b\u200bMastery: Recommendation Engines Unleashed course<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Python Basics<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Anaconda and Python installed in pc<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span 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-980024 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/04\/AI-Mastery-Recommendation-Engines-Unleashed.png\" alt=\"AI Mastery: Recommendation Engines Unleashed\" width=\"877\" height=\"399\"><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span 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-162596-1\"><video class=\"wp-video-shortcode\" id=\"video-162596-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/AI_Mastery_Recommendation_Engines_Unleashed_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/AI_Mastery_Recommendation_Engines_Unleashed_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/AI_Mastery_Recommendation_Engines_Unleashed_Downloadly.ir.mp4?nocache=1786136779794\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/AI_Mastery_Recommendation_Engines_Unleashed_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 style=\"vertical-align: inherit\">Installation Guide<\/span><\/h3>\n<p><span style=\"vertical-align: inherit\">After Extract, view with your favorite player.<\/span><\/p>\n<p><span style=\"vertical-align: inherit\">Subtitles: None<\/span><\/p>\n<p><span style=\"vertical-align: inherit\">Quality: 720p<\/span><\/p>\n<\/div>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Download link<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_AI_Mastery_Recommendation_Engines_Unleashed_2024-3.part1_Downloadly.ir.rar?nocache=1786136779\"><span style=\"vertical-align: inherit\">Download Part 1 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_AI_Mastery_Recommendation_Engines_Unleashed_2024-3.part2_Downloadly.ir.rar?nocache=1786136779\"><span style=\"vertical-align: inherit\">Download Part 2 \u2013 562 MB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">File(s) password: www.downloadly.ir<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">File size<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">1.5 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description AI Mastery: Recommendation Engines Unleashed. This advanced course provides you with the knowledge and skills to understand and build recommendation<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[85124,85125,85126,20461,85127,85128],"class_list":["post-9971","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-ai-mastery-recommendation-engines-unleashed","dgi_tag-download-ai-mastery-recommendation-engines-unleashed","dgi_tag-download-course-ai-mastery-recommendation-engines-unleashed","dgi_tag-educba-bridging-the-gap","dgi_tag-free-ai-mastery-recommendation-engines-unleashed","dgi_tag-free-download-ai-mastery-recommendation-engines-unleashed"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/9971","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\/9971\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=9971"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=9971"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=9971"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}