{"id":12623,"date":"2026-08-10T10:48:15","date_gmt":"2026-08-10T10:48:15","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/linkedin-fundamentals-of-ai-engineering-principles-and-practical-applications-2025-6\/"},"modified":"2026-08-10T10:48:15","modified_gmt":"2026-08-10T10:48:15","slug":"linkedin-fundamentals-of-ai-engineering-principles-and-practical-applications-2025-6","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/linkedin-fundamentals-of-ai-engineering-principles-and-practical-applications-2025-6\/","title":{"rendered":"LinkedIn \u2013 Fundamentals of AI Engineering: Principles and Practical Applications 2025-6"},"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\">Fundamentals of AI Engineering: Principles and Practical Applications. This course teaches participants how to translate their software engineering skills into AI engineering capabilities and build reproducible AI systems. This comprehensive and practical course enables learners to implement complete AI systems from the embedding production stage to model deployment. Participants will gain hands-on mastery of implementing vector repositories, RAG systems, and hybrid search, as well as gain expertise in operational aspects such as monitoring and CI\/CD pipelines. The course is seamlessly integrated with GitHub Codespaces, which provides an instant cloud development environment and all the features of an integrated development environment without the need for local configuration. This integration allows participants to complete hands-on exercises from any device, at any time, while working with the tools they will encounter in professional work environments. Additionally, the course teaches how to use GitHub Codespaces to build real-world applications that demonstrate modern AI engineering best practices.<\/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\">Introduction to Artificial Intelligence Engineering (AI Engineering).<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Local Large Language Models:<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Transition from deterministic to probabilistic systems.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">How to perform inference locally.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Analyzing the structure of the Large Language Model (LLM).<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Pipeline collection and integration of the large language model.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Document Processing:<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">An overview of text extraction and its basics.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Document Parsing and Structure Recognition.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Metadata Enrichment and Indexing.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Chunking Strategies.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Embeddings:<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Introduction to the concept of embeddings.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Introduction to the embedding ecosystem.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Comparison of embedding models.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">And\u2026<\/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\">Software engineers who want to upgrade their skills to work in the field of artificial intelligence.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Developers or data engineers who want to learn how to build production-grade AI systems.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Technology professionals looking to master practical implementations such as RAG and vector databases.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Anyone who wants to learn modern AI engineering and its operations, including monitoring and CI\/CD.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Course details: Fundamentals of AI Engineering: Principles and Practical Applications<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Publisher: <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.linkedin.com\/learning\/fundamentals-of-ai-engineering-principles-and-practical-applications\" target=\"_blank\" rel=\"noopener\"><span dir=\"auto\" style=\"vertical-align: inherit\">LinkedIn<\/span><\/a><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Instructor: <\/span><a href=\"https:\/\/downloadlynet.ir\/tag\/vinoo-ganesh\/\"><span dir=\"auto\" style=\"vertical-align: inherit\">Vinoo Ganesh<\/span><\/a><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Education level: Intermediate<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Training duration: 4 hours and 3 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-1012178 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/10\/Fundamentals-of-AI-Engineering-Principles-and-Practical-Applications.png\" alt=\"Fundamentals of AI Engineering: Principles and Practical Applications\" width=\"447\" height=\"572\"><\/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-1012177 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/10\/Fundamentals-of-AI-Engineering-Principles-and-Practical-Applications-1.png\" alt=\"Fundamentals of AI Engineering: Principles and Practical Applications\" width=\"1152\" height=\"195\"><\/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-179231-1\"><video class=\"wp-video-shortcode\" id=\"video-179231-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Fundamentals_of_AI_Engineering_Principles_and_Practical_Applications_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Fundamentals_of_AI_Engineering_Principles_and_Practical_Applications_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Fundamentals_of_AI_Engineering_Principles_and_Practical_Applications_Downloadly.ir.mp4?nocache=1786173240976\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Fundamentals_of_AI_Engineering_Principles_and_Practical_Applications_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: English<\/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\/LinkedIn_Fundamentals_of_AI_Engineering_Principles_and_Practical_Applications_2025-6_Downloadly.ir.rar?nocache=1786173240\"><span dir=\"auto\" style=\"vertical-align: inherit\">Download file \u2013 503 MB<\/span><\/a><\/p>\n<h4 dir=\"ltr\">Rapidgator link<\/h4>\n<p><a href=\"https:\/\/rapidgator.net\/file\/bdcd7776dd8c64af0d0b53c0fbbeb24d\/LinkedIn_Fundamentals_of_AI_Engineering_Principles_and_Practical_Applications_2025-6_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download File \u2013 503 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\">503 MB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Fundamentals of AI Engineering: Principles and Practical Applications. This course teaches participants how to translate their software engineering <\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[104022,104023,104024,104025,104026,35394],"class_list":["post-12623","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-fundamentals-of-ai-engineering-principles-and-practical-applications","dgi_tag-download-course-fundamentals-of-ai-engineering-principles-and-practical-applications","dgi_tag-download-fundamentals-of-ai-engineering-principles-and-practical-applications","dgi_tag-free-download-fundamentals-of-ai-engineering-principles-and-practical-applications","dgi_tag-free-fundamentals-of-ai-engineering-principles-and-practical-applications","dgi_tag-vinoo-ganesh"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/12623","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\/12623\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=12623"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=12623"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=12623"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}