{"id":9845,"date":"2026-08-10T10:12:00","date_gmt":"2026-08-10T10:12:00","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-ultimate-devops-to-mlops-bootcamp-build-ml-ci-cd-pipelines-2025-8\/"},"modified":"2026-08-10T10:12:00","modified_gmt":"2026-08-10T10:12:00","slug":"udemy-ultimate-devops-to-mlops-bootcamp-build-ml-ci-cd-pipelines-2025-8","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-ultimate-devops-to-mlops-bootcamp-build-ml-ci-cd-pipelines-2025-8\/","title":{"rendered":"Udemy \u2013 Ultimate DevOps to MLOps Bootcamp \u2013 Build ML CI\/CD Pipelines 2025-8"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<p>&nbsp;<\/p>\n<h2><span style=\"vertical-align: inherit\">Description<\/span><\/h2>\n<p><span style=\"vertical-align: inherit\">DevOps to MLOps Bootcamp: Build &amp; Deploy End-2-End MLSystems. This hands-on training bootcamp is designed to help DevOps engineers and infrastructure professionals enter the hotbed of MLOps. As AI and machine learning rapidly become an integral part of modern applications, MLOps has emerged as a vital bridge between machine learning models and operational systems.<\/span><\/p>\n<div data-purpose=\"safely-set-inner-html:description:description\">\n<p data-sourcepos=\"7:1-7:505\"><span style=\"vertical-align: inherit\">During this course, participants will work on a real-world regression use case\u2014house price prediction\u2014and experience all the steps from data processing to deployment to production using Kubernetes. They will start by setting up a development environment using Docker and MLFlow to track experiments. Participants will gain a deep understanding of the machine learning lifecycle and gain hands-on experience in data engineering, feature engineering, and model testing using Jupyter notebooks. In more advanced stages, participants will build a scalable inference infrastructure using Kubernetes, expose services, and connect the frontend and backend using service discovery. They will explore model deployment at the production level using Seldon Core, and monitor their deployments using Prometheus and Grafana dashboards.<\/span><\/p>\n<h3 data-sourcepos=\"17:1-17:24\"><strong><span style=\"vertical-align: inherit\">What you will learn<\/span><\/strong><\/h3>\n<ul data-sourcepos=\"19:1-31:0\">\n<li data-sourcepos=\"19:1-19:75\"><span style=\"vertical-align: inherit\">Create integrated machine learning pipelines using MLOps best practices<\/span><\/li>\n<li data-sourcepos=\"20:1-20:72\"><span style=\"vertical-align: inherit\">Understanding and implementing the machine learning lifecycle from data engineering to model deployment<\/span><\/li>\n<li data-sourcepos=\"21:1-21:57\"><span style=\"vertical-align: inherit\">Setting up MLFlow to track experiments and model versioning<\/span><\/li>\n<li data-sourcepos=\"22:1-22:57\"><span style=\"vertical-align: inherit\">Packaging and serving models using FastAPI and Docker<\/span><\/li>\n<li data-sourcepos=\"23:1-23:73\"><span style=\"vertical-align: inherit\">Automate workflows using GitHub Actions for CI pipelines<\/span><\/li>\n<li data-sourcepos=\"24:1-24:62\"><span style=\"vertical-align: inherit\">Deploying inference infrastructure on Kubernetes using KIND<\/span><\/li>\n<li data-sourcepos=\"25:1-25:67\"><span style=\"vertical-align: inherit\">Using Streamlit to build lightweight web interfaces for machine learning<\/span><\/li>\n<li data-sourcepos=\"26:1-26:68\"><span style=\"vertical-align: inherit\">Learning GitOps-based continuous delivery pipelines using ArgoCD<\/span><\/li>\n<li data-sourcepos=\"27:1-27:56\"><span style=\"vertical-align: inherit\">Presenting models in an operational environment using Seldon Core<\/span><\/li>\n<li data-sourcepos=\"28:1-28:74\"><span style=\"vertical-align: inherit\">Monitor models using Prometheus and Grafana for operational insights<\/span><\/li>\n<li data-sourcepos=\"29:1-29:86\"><span style=\"vertical-align: inherit\">Understand workflows for transferring responsibility between data science, machine learning engineering, and DevOps teams<\/span><\/li>\n<li data-sourcepos=\"30:1-31:0\"><span style=\"vertical-align: inherit\">Build essential skills to transition from DevOps roles to MLOps<\/span><\/li>\n<\/ul>\n<h3 data-sourcepos=\"32:1-32:30\"><strong><span style=\"vertical-align: inherit\">This course is suitable for people who:<\/span><\/strong><\/h3>\n<ul data-sourcepos=\"34:1-38:96\">\n<li data-sourcepos=\"34:1-34:54\"><span style=\"vertical-align: inherit\">DevOps engineers looking to enter the MLOps field.<\/span><\/li>\n<li data-sourcepos=\"35:1-35:98\"><span style=\"vertical-align: inherit\">Platform engineers and site reliability engineers (SRE) who support machine learning teams.<\/span><\/li>\n<li data-sourcepos=\"36:1-36:86\"><span style=\"vertical-align: inherit\">Cloud engineers who want to understand machine learning workflows and operationalize them.<\/span><\/li>\n<li data-sourcepos=\"37:1-37:87\"><span style=\"vertical-align: inherit\">Developers who are transitioning into machine learning or data engineering roles.<\/span><\/li>\n<li data-sourcepos=\"38:1-38:96\"><span style=\"vertical-align: inherit\">Anyone curious about how machine learning systems are deployed and scaled in the real world.<\/span><\/li>\n<\/ul>\n<\/div>\n<h3><span style=\"vertical-align: inherit\">Course Details DevOps to MLOps Bootcamp: Build &amp; Deploy MLSystems End-2-End<\/span><\/h3>\n<ul>\n<li>Publisher : <a href=\"https:\/\/href.li\/?https:\/\/www.udemy.com\/course\/devops-to-mlops-bootcamp\/?couponCode=ST8MT220425G3\" target=\"_blank\" rel=\"noopener\">Udemy<\/a><\/li>\n<li>Teacher : <a href=\"https:\/\/downloadlynet.ir\/tag\/gourav-shah-.-200,000+-students\">Gourav Shah . 200,000+ Students<\/a> , <a href=\"https:\/\/downloadlynet.ir\/tag\/school-of-devops\">School of Devops<\/a><\/li>\n<li>Language: English<\/li>\n<li>Level : All Levels<\/li>\n<li>Lectures : 98<\/li>\n<li>Duration : 11 hours and 33 minutes<\/li>\n<\/ul>\n<h3><span style=\"vertical-align: inherit\">Course syllabus<\/span><\/h3>\n<h2><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1000419\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/08\/Ultimate-DevOps-to-MLOps-Bootcamp-Build-ML-CI_CD-Pipelines.c.jpeg\" alt=\"Ultimate DevOps to MLOps Bootcamp - Build ML CI_CD Pipelines\" width=\"705\" height=\"665\"><\/h2>\n<h3><span style=\"vertical-align: inherit\">Prerequisites for DevOps to MLOps Bootcamp: Build &amp; Deploy MLSystems End-2-End<\/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\">Basic knowledge of DevOps and Docker<\/span><\/li>\n<li class=\"ud-block-list-item-content\" dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Familiarity with Git and GitHub<\/span><\/li>\n<li class=\"ud-block-list-item-content\" dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Some exposure to Python (used for scripting and ML workflows)<\/span><\/li>\n<li class=\"ud-block-list-item-content\" dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Prior understanding of CI\/CD concepts is helpful but not mandatory<\/span><\/li>\n<li class=\"ud-block-list-item-content\" dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">A machine with minimum 8GB RAM and Docker installed for running local labs<\/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 size-full wp-image-1000420\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/08\/Ultimate-DevOps-to-MLOps-Bootcamp-Build-ML-CI_CD-Pipelines.d.jpeg\" alt=\"Ultimate DevOps to MLOps Bootcamp - Build ML CI_CD Pipelines\" width=\"705\" height=\"282\"><\/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-162046-1\"><video class=\"wp-video-shortcode\" id=\"video-162046-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/DevOps_to_MLOps_Bootcamp_Build_and_Deploy_MLSystems_End-2-End_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/DevOps_to_MLOps_Bootcamp_Build_and_Deploy_MLSystems_End-2-End_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/DevOps_to_MLOps_Bootcamp_Build_and_Deploy_MLSystems_End-2-End_Downloadly.ir.mp4?nocache=1786136413131\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/DevOps_to_MLOps_Bootcamp_Build_and_Deploy_MLSystems_End-2-End_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<p>The 2025\/8 version has increased the number of lessons by 31 and the duration increased by 2 hours 36 minutes compared to 2025\/3.<\/p>\n<h3><span style=\"vertical-align: inherit\">Download link<\/span><\/h3>\n<p><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_Ultimate_DevOps_to_MLOps_Bootcamp_Build_ML_CICD_Pipelines_2025-8_Downloadly.ir.part1.rar?nocache=1786136410\">Download Part 1 \u2013 2 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_Ultimate_DevOps_to_MLOps_Bootcamp_Build_ML_CICD_Pipelines_2025-8_Downloadly.ir.part2.rar?nocache=1786136410\">Download Part 2 \u2013 2 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_Ultimate_DevOps_to_MLOps_Bootcamp_Build_ML_CICD_Pipelines_2025-8_Downloadly.ir.part3.rar?nocache=1786136410\">Download Part 3 \u2013 2 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_Ultimate_DevOps_to_MLOps_Bootcamp_Build_ML_CICD_Pipelines_2025-8_Downloadly.ir.part4.rar?nocache=1786136410\">Download Part 4 \u2013 355 MB<\/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>6.34 GB<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp; Description DevOps to MLOps Bootcamp: Build &amp; Deploy End-2-End MLSystems. This hands-on training bootcamp is designed to help DevOps engineers and in<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[72346,84259,84260,84261,84262,84263,84264],"class_list":["post-9845","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-000-students","dgi_tag-course-devops-to-mlops-bootcamp-build-deploy-mlsystems-end-2-end","dgi_tag-download-course-devops-to-mlops-bootcamp-build-deploy-mlsystems-end-2-end","dgi_tag-download-devops-to-mlops-bootcamp-build-deploy-mlsystems-end-2-end","dgi_tag-free-devops-to-mlops-bootcamp-build-deploy-mlsystems-end-2-end","dgi_tag-free-download-devops-to-mlops-bootcamp-build-deploy-mlsystems-end-2-end","dgi_tag-gourav-shah-140"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/9845","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\/9845\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=9845"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=9845"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=9845"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}