{"id":8634,"date":"2026-08-10T09:58:14","date_gmt":"2026-08-10T09:58:14","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-deploying-llms-a-practical-guide-to-llmops-in-production-2024-11\/"},"modified":"2026-08-10T09:58:14","modified_gmt":"2026-08-10T09:58:14","slug":"udemy-deploying-llms-a-practical-guide-to-llmops-in-production-2024-11","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-deploying-llms-a-practical-guide-to-llmops-in-production-2024-11\/","title":{"rendered":"Udemy \u2013 Deploying LLMs: A Practical Guide to LLMOps in Production 2024-11"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2><span style=\"vertical-align: inherit\">Description<\/span><\/h2>\n<p><span style=\"vertical-align: inherit\">Deploying LLMs: A Practical Guide to LLMOps in Production. This course teaches you how to effectively deploy and scale large language models in production environments using LLMOps and advanced techniques. This course is designed to equip you with the knowledge and skills necessary to use large machine learning models in the real world.<\/span><\/p>\n<div data-purpose=\"safely-set-inner-html:description:description\">\n<h3 data-sourcepos=\"9:1-9:35\"><strong><span style=\"vertical-align: inherit\">What you will learn in the course<\/span><\/strong><\/h3>\n<ul>\n<li><span style=\"vertical-align: inherit\">Understand the operations behind managing large language models for seamless deployment.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Learn techniques to ensure the accuracy and reliability of your models before publishing.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Optimize your models for speed and efficiency to meet production needs.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Set up and use MLflow for effective model lifecycle tracking, versioning, and management.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Implement ML-Ops strategies for continuous integration and deployment (CI\/CD) of AI models.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Learn how to safely integrate these methods into existing pipelines.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Implement advanced classification, dynamic categories, and quantization to accelerate model inference.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Exploring innovations such as Flash Attention, Paged Attention, GPTQ, AWQ, and LoRa to improve model performance.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Use advanced scaling techniques such as ZeRO and DeepSpeed \u200b\u200bto handle large deployments.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Balance between performance and affordability for maximum return on investment.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Understand the business implications of deployment decisions to make informed decisions.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Mastery of techniques for deploying LLMs across clusters for high reliability and scalability.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Learn how to effectively manage big data transfers.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Implement frameworks to accelerate AI workloads across multiple devices.<\/span><\/li>\n<\/ul>\n<h3 data-sourcepos=\"31:1-31:30\"><strong><span style=\"vertical-align: inherit\">This course is suitable for people who:<\/span><\/strong><\/h3>\n<ul>\n<li data-sourcepos=\"33:1-33:344\"><span style=\"vertical-align: inherit\">Designed for AI professionals, data scientists, software engineers, and business professionals aiming to integrate AI into their operations, this course provides deep insight into deploying large language models with an emphasis on scalability, cost efficiency, and ML-Ops, making it valuable for any company looking to leverage AI for competitive advantage.<\/span><\/li>\n<\/ul>\n<\/div>\n<h3><span style=\"vertical-align: inherit\">Course Description: Deploying LLMs: A Practical Guide to LLMOps in Production<\/span><\/h3>\n<ul>\n<li><span style=\"vertical-align: inherit\">Publisher:&nbsp; <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.udemy.com\/course\/deploy-ai-smarter-llm-scalability-ml-ops-cost-efficiency\/?couponCode=ST9MT120225B\" target=\"_blank\" rel=\"noopener\"><span style=\"vertical-align: inherit\">Udemy<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Lecturer:&nbsp; <\/span><a class=\"ud-btn ud-btn-large ud-btn-link ud-heading-md ud-text-sm ud-instructor-links\" href=\"https:\/\/downloadlynet.ir\/tag\/the-fuzzy-scientist-llm-exper\/\" data-position=\"1\"><span class=\"ud-btn-label\"><span style=\"vertical-align: inherit\">The Fuzzy Scientist | LLM Expert<\/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: 5 hours and 12 minutes<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Number of lessons: 34<\/span><\/li>\n<\/ul>\n<h3><span style=\"vertical-align: inherit\">Course topics<\/span><\/h3>\n<h2>&nbsp;<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-963387 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/02\/Deploying-LLMs-A-Practical-Guide-to-LLMOps-in-Production2.png\" alt=\"Deploying LLMs: A Practical Guide to LLMOps in Production\" width=\"821\" height=\"532\"><\/h2>\n<h3><span style=\"vertical-align: inherit\">Prerequisites for the course Deploying LLMs: A Practical Guide to LLMOps in Production<\/span><\/h3>\n<div class=\"ud-block-list-item ud-block-list-item-small ud-block-list-item-tight ud-block-list-item-neutral ud-text-sm\">\n<ul>\n<li class=\"ud-block-list-item-content\" dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Learners should only have a basic understanding of machine learning and proficiency in Python. All the other concepts are though inside the course.<\/span><\/li>\n<\/ul>\n<\/div>\n<h3><span style=\"vertical-align: inherit\">Course images<\/span><\/h3>\n<h2><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-963386 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/02\/Deploying-LLMs-A-Practical-Guide-to-LLMOps-in-Production.png\" alt=\"Deploying LLMs: A Practical Guide to LLMOps in Production\" width=\"838\" height=\"344\"><\/h2>\n<h3><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-154528-1\"><video class=\"wp-video-shortcode\" id=\"video-154528-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Deploying_LLMs_A_Practical_Guide_to_LLMOps_in_Production_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Deploying_LLMs_A_Practical_Guide_to_LLMOps_in_Production_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Deploying_LLMs_A_Practical_Guide_to_LLMOps_in_Production_Downloadly.ir.mp4?nocache=1786112807468\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Deploying_LLMs_A_Practical_Guide_to_LLMOps_in_Production_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>\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: English<\/span><\/p>\n<p><span style=\"vertical-align: inherit\">Quality: 720p<\/span><\/p>\n<\/div>\n<h3><span style=\"vertical-align: inherit\">Download link<\/span><\/h3>\n<p><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_Deploying_LLMs_A_Practical_Guide_to_LLMOps_in_Production_2024-11.part1_Downloadly.ir.rar?nocache=1786112806\"><span style=\"vertical-align: inherit\">Download Part 1 \u2013 1 GB<\/span><\/a><\/p>\n<p><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_Deploying_LLMs_A_Practical_Guide_to_LLMOps_in_Production_2024-11.part2_Downloadly.ir.rar?nocache=1786112806\"><span style=\"vertical-align: inherit\">Download Part 2 \u2013 1 GB<\/span><\/a><\/p>\n<p><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_Deploying_LLMs_A_Practical_Guide_to_LLMOps_in_Production_2024-11.part3_Downloadly.ir.rar?nocache=1786112806\"><span style=\"vertical-align: inherit\">Download Part 3 \u2013 1 GB<\/span><\/a><\/p>\n<p><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_Deploying_LLMs_A_Practical_Guide_to_LLMOps_in_Production_2024-11.part4_Downloadly.ir.rar?nocache=1786112806\"><span style=\"vertical-align: inherit\">Download Part 4 \u2013 689 MB<\/span><\/a><\/p>\n<p><span style=\"vertical-align: inherit\">File(s) password: www.downloadly.ir<\/span><\/p>\n<h3><span style=\"vertical-align: inherit\">File size<\/span><\/h3>\n<p><span style=\"vertical-align: inherit\">3.6 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Deploying LLMs: A Practical Guide to LLMOps in Production. This course teaches you how to effectively deploy and scale large language models in prod<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[75967,75968,75969,75970,75971,75972],"class_list":["post-8634","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-deploying-llms-a-practical-guide-to-llmops-in-production","dgi_tag-download-course-deploying-llms-a-practical-guide-to-llmops-in-production","dgi_tag-download-deploying-llms-a-practical-guide-to-llmops-in-production","dgi_tag-free-deploying-llms-a-practical-guide-to-llmops-in-production","dgi_tag-free-download-deploying-llms-a-practical-guide-to-llmops-in-production","dgi_tag-the-fuzzy-scientist-llm-exper"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/8634","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\/8634\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=8634"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=8634"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=8634"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}