{"id":12768,"date":"2026-08-10T10:50:02","date_gmt":"2026-08-10T10:50:02","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/oreilly-machine-learning-system-design-video-edition-2025-2\/"},"modified":"2026-08-10T10:50:02","modified_gmt":"2026-08-10T10:50:02","slug":"oreilly-machine-learning-system-design-video-edition-2025-2","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/oreilly-machine-learning-system-design-video-edition-2025-2\/","title":{"rendered":"Oreilly \u2013 Machine Learning System Design, Video Edition 2025-2"},"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\"><span dir=\"auto\" style=\"vertical-align: inherit\">Machine Learning System Design, Video Edition. This course provides a comprehensive, practical, step-by-step guide to designing effective, reliable, and scalable machine learning systems. It provides a complete and reliable framework for building, maintaining, and enhancing machine learning systems of any level of complexity. This course guides you through all stages of the project lifecycle, from data collection to deploying and maintaining the system in a production environment. For any professional, whether an engineer adding machine learning capabilities to an existing application or someone looking to build a system from scratch, managing large datasets, defining testing and deployment requirements, and navigating the unique complexities of running models in production is essential. This course is designed to address these challenges precisely, showing you how to design and deploy a machine learning project from start to finish. Authors Valery Babushkin and Arseny Kravchenko have enriched this unique guide with their personal insights and extensive practical experience. Participants benefit directly from their expertise and learn hands-on about every aspect of the system, including requirements gathering, data provisioning, deployment, and management of the final system.<\/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><span dir=\"auto\" style=\"vertical-align: inherit\">Overview and big picture of machine learning system design.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Problem space analysis to identify the optimal machine learning solution.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Prepare for machine learning system design interviews (Ace ML system design interviews).<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Selecting appropriate metrics and evaluation criteria.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Prioritizing tasks at different stages of machine learning system design.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Solve data set problems with data collection, error analysis, and feature engineering.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Identify common pitfalls in machine learning system development.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Designing machine learning systems to be lean, maintainable, and extensible.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Metrics and evaluation criteria.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Solve common dataset problems.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Common pitfalls in ML system development.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Machine learning system design interview tips.<\/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><span dir=\"auto\" style=\"vertical-align: inherit\">For readers who know the principles of Software Engineering and Machine Learning.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Engineers and technical professionals looking to add machine learning capabilities to existing applications or design machine learning systems from the ground up.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">People preparing for specialized interviews in machine learning systems design.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Machine Learning System Design, Video Edition Course Details<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Publisher:&nbsp; <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.oreilly.com\/videos\/machine-learning-system\/9781633438750VE\/\" target=\"_blank\" rel=\"noopener\"><span dir=\"auto\" style=\"vertical-align: inherit\">Oreilly<\/span><\/a><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Instructor: <\/span><a href=\"https:\/\/downloadlynet.ir\/tag\/arseny-kravchenko\/\"><span dir=\"auto\" style=\"vertical-align: inherit\">Arseny Kravchenko<\/span><\/a><span dir=\"auto\" style=\"vertical-align: inherit\"> , <\/span><a href=\"https:\/\/downloadlynet.ir\/tag\/valerii-babushkin\/\"><span dir=\"auto\" style=\"vertical-align: inherit\">Valerii Babushkin<\/span><\/a><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Training level: Beginner to advanced<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Training duration: 13 hours and 29 minutes<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Course topics<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-1013822 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/10\/Machine-Learning-System-Design-Video-Edition-1-scaled.png\" alt=\"Machine Learning System Design, Video Edition\" width=\"260\" height=\"2560\"> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-1013823 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/10\/Machine-Learning-System-Design-Video-Edition-2-scaled.png\" alt=\"Machine Learning System Design, Video Edition\" width=\"268\" height=\"2560\"><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Course images<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-1013824 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/10\/Machine-Learning-System-Design-Video-Edition.png\" alt=\"Machine Learning System Design, Video Edition\" width=\"1235\" height=\"394\"><\/p>\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-181115-1\"><video class=\"wp-video-shortcode\" id=\"video-181115-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Machine_Learning_System_Design_Video_Edition_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Machine_Learning_System_Design_Video_Edition_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Machine_Learning_System_Design_Video_Edition_Downloadly.ir.mp4?nocache=1786173654774\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Machine_Learning_System_Design_Video_Edition_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\/Oreilly_Machine_Learning_System_Design_Video_Edition_2025-2.part1_Downloadly.ir.rar?nocache=1786173652\"><span dir=\"auto\" style=\"vertical-align: inherit\">Download Part 1 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Oreilly_Machine_Learning_System_Design_Video_Edition_2025-2.part2_Downloadly.ir.rar?nocache=1786173652\"><span dir=\"auto\" style=\"vertical-align: inherit\">Download Part 2 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Oreilly_Machine_Learning_System_Design_Video_Edition_2025-2.part3_Downloadly.ir.rar?nocache=1786173652\"><span dir=\"auto\" style=\"vertical-align: inherit\">Download Part 3 \u2013 110 MB<\/span><\/a><\/p>\n<h4 dir=\"ltr\">Rapidgator link<\/h4>\n<p><a href=\"https:\/\/rapidgator.net\/file\/57c662c0c0ca1ffd235e7d374e77bd6b\/Oreilly_Machine_Learning_System_Design_Video_Edition_2025-2.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\/a327040f7f1345a64717def8f88e7948\/Oreilly_Machine_Learning_System_Design_Video_Edition_2025-2.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\/2b059ed2b4ebe29e586219e0ff5ad302\/Oreilly_Machine_Learning_System_Design_Video_Edition_2025-2.part3_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 3 \u2013 110 MB<\/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\">2.1 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Machine Learning System Design, Video Edition. This course provides a comprehensive, practical, step-by-step guide to designing effective, reliable,<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[105048,105049,105050,105051,105052,105053,105054],"class_list":["post-12768","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-arseny-kravchenko","dgi_tag-course-machine-learning-system-design-video-edition","dgi_tag-download-course-machine-learning-system-design-video-edition","dgi_tag-download-machine-learning-system-design-video-edition","dgi_tag-free-download-machine-learning-system-design-video-edition","dgi_tag-free-machine-learning-system-design-video-edition","dgi_tag-valerii-babushkin"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/12768","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\/12768\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=12768"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=12768"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=12768"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}