{"id":13159,"date":"2026-08-10T10:55:25","date_gmt":"2026-08-10T10:55:25","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-build-a-full-stack-machine-learning-web-app-in-production-2025-3\/"},"modified":"2026-08-10T10:55:25","modified_gmt":"2026-08-10T10:55:25","slug":"udemy-build-a-full-stack-machine-learning-web-app-in-production-2025-3","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-build-a-full-stack-machine-learning-web-app-in-production-2025-3\/","title":{"rendered":"Udemy \u2013 Build a Full-Stack Machine Learning Web App In Production 2025-3"},"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\">Build a Full-Stack Machine Learning Web App In Production. This course prepares machine learning engineers to build and deploy a full-stack machine learning application in production. While many courses focus solely on theoretical modeling or web development without an AI component, this course focuses squarely on bridging the gap between theory and practice. Participants learn how to build a complete system from start to finish, using industry best practices and tools such as Docker, data pipelines, caching systems, distributed computing, and unit and integration testing. The course covers designing for scalability, deploying models from classical machine learning to transformers and large language models, as well as realizing measurable business impact by optimizing cost and performance. By the end, each participant will have a complete, notable project for their portfolio that showcases skills that are highly sought after in the industry. Given the high value of these skills in the job market, this course is considered a strategic investment for achieving high-paying job positions in the field of artificial intelligence.<\/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\">Become a full-stack AI\/ML engineer.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Full-Stack Development: Building both Front End and Back End with Flask, Docker, and Redis.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">ML System Design: How to design an AI web application that can scale effectively.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Natural Language Processing: Training a BERT language model from scratch using PyTorch, Hugging Face, and Wandb.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Production-Grade APIs: Convert an AI model into high-performance APIs using FastAPI.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Database Integration: Connect the application to production databases using PostgreSQL and SQLAlchemy.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Deployment Mastery: Operationalizing the application using Railway.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Build complex Flask web applications and websites.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Training Deep Learning Models like BERT and deploying them as an API.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Designing Distributed Computing workloads with Celery and Redis.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Gain skills in using databases with PostgreSQL and SQLAlchemy.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Boost your career portfolio, freelance work, or even launch your own SaaS.<\/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 looking to transition into the high-paying field of ML engineering.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Data Scientists who want to advance their level by learning deployment and production skills.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">CS students or people changing jobs mid-career who want to strengthen their portfolio.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Freelance consultants or entrepreneurs who are eager to create their own ML-based applications or SaaS products.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Software engineers looking to learn how to build production-ready applications with AI.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Aspiring SaaS founders who want to build AI-powered web applications.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Freelancers who are training to expand their skill set with AI web development.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Technology industry professionals or mid-career changers looking to upgrade their skills.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Course details<\/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.udemy.com\/course\/build-a-full-stack-machine-learning-web-app-in-production\/?couponCode=MT251107G1\" target=\"_blank\" rel=\"noopener\"><span dir=\"auto\" style=\"vertical-align: inherit\">Udemy<\/span><\/a><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Instructor: <\/span><a href=\"https:\/\/downloadlynet.ir\/tag\/dylan-p\/\"><span dir=\"auto\" style=\"vertical-align: inherit\">Dylan P<\/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: 3 hours and 4 minutes<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Number of lessons: 38<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Course headings<\/span><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-1017949 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/11\/Build-a-Full-Stack-Machine-Learning-Web-App-In-Production-1.png\" alt=\"Build a Full-Stack Machine Learning Web App In Production\" width=\"885\" height=\"607\"><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Prerequisites for the Build a Full-Stack Machine Learning Web App In Production course<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">A computer running Windows, OSX or Linux with at least 8GB of RAM<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Basic understanding of HTML, CSS and JavaScript<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Basic understanding of computer science and AI<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" 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-1017950 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/11\/Build-a-Full-Stack-Machine-Learning-Web-App-In-Production.png\" alt=\"Build a Full-Stack Machine Learning Web App In Production\" width=\"864\" height=\"381\"><\/h3>\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-183790-1\"><video class=\"wp-video-shortcode\" id=\"video-183790-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Build_a_Full-Stack_Machine_Learning_Web_App_In_Production_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Build_a_Full-Stack_Machine_Learning_Web_App_In_Production_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Build_a_Full-Stack_Machine_Learning_Web_App_In_Production_Downloadly.ir.mp4?nocache=1786174676436\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Build_a_Full-Stack_Machine_Learning_Web_App_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 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\/Udemy_Build_a_Full-Stack_Machine_Learning_Web_App_In_Production_2025-3.part1_Downloadly.ir.rar?nocache=1786174675\"><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\/Udemy_Build_a_Full-Stack_Machine_Learning_Web_App_In_Production_2025-3.part2_Downloadly.ir.rar?nocache=1786174675\"><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\/Udemy_Build_a_Full-Stack_Machine_Learning_Web_App_In_Production_2025-3.part3_Downloadly.ir.rar?nocache=1786174675\"><span dir=\"auto\" style=\"vertical-align: inherit\">Download Part 3 \u2013 290 MB<\/span><\/a><\/p>\n<h4 dir=\"ltr\">Rapidgator link<\/h4>\n<p><a href=\"https:\/\/rapidgator.net\/file\/16099d5d51816f1b770bdca0d6eacde9\/Udemy_Build_a_Full-Stack_Machine_Learning_Web_App_In_Production_2025-3.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\/18e7efe04295cc14cc22f6a60315a456\/Udemy_Build_a_Full-Stack_Machine_Learning_Web_App_In_Production_2025-3.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\/2ef415324940e83a5b7a467ffc67a485\/Udemy_Build_a_Full-Stack_Machine_Learning_Web_App_In_Production_2025-3.part3_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 3 \u2013 290 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\">2.2 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Build a Full-Stack Machine Learning Web App In Production. This course prepares machine learning engineers to build and deploy a full-stack machine <\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[107939,107940,107941,98162,107942,107943],"class_list":["post-13159","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-build-a-full-stack-machine-learning-web-app-in-production","dgi_tag-download-build-a-full-stack-machine-learning-web-app-in-production","dgi_tag-download-course-build-a-full-stack-machine-learning-web-app-in-production","dgi_tag-dylan-p","dgi_tag-free-build-a-full-stack-machine-learning-web-app-in-production","dgi_tag-free-download-build-a-full-stack-machine-learning-web-app-in-production"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/13159","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\/13159\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=13159"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=13159"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=13159"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}