{"id":5246,"date":"2026-08-10T09:21:01","date_gmt":"2026-08-10T09:21:01","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-2025-deploy-ml-model-in-production-with-fastapi-and-docker-2024-12\/"},"modified":"2026-08-10T09:21:01","modified_gmt":"2026-08-10T09:21:01","slug":"udemy-2025-deploy-ml-model-in-production-with-fastapi-and-docker-2024-12","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-2025-deploy-ml-model-in-production-with-fastapi-and-docker-2024-12\/","title":{"rendered":"Udemy \u2013 2025 Deploy ML Model in Production with FastAPI and Docker 2024-12"},"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\">2025 Deploy ML Model in Production with FastAPI and Docker, the ML model deployment training course in production with FastAPI and Docker has been published by Yudemy Academy. Discover the power of seamless ML model deployment with our comprehensive course, Deploying Production-Grade ML Models with FastAPI, AWS, Docker, and NGINX. This course is designed for data scientists, machine learning engineers, and cloud professionals who are ready to take their models from development to production. You\u2019ll gain the skills needed to deploy, scale, and manage your machine learning models in real-world environments and ensure they\u2019re robust, scalable, and secure. In today\u2019s fast-paced technology landscape, the ability to deploy machine learning models in manufacturing is a highly sought-after skill. This course combines the latest technologies \u2013 FastAPI, AWS, Docker, NGINX and Streamlit \u2013 into a powerful learning journey. Whether you\u2019re looking to advance your career or upgrade your skill set, this course provides everything you need to confidently deploy, scale, and manage production-grade ML models. By the end of this course, you will have the expertise to deploy machine learning models that are not only effective, but also scalable, secure, and production-ready in real-world environments. Join us and take the next step in your machine learning journey.<\/span><\/p>\n<h3><span style=\"vertical-align: inherit\">What you will learn<\/span><\/h3>\n<ul>\n<li><span style=\"vertical-align: inherit\">Deploying Machine Learning Models with FastAPI: Learn how to build and deploy RESTful APIs to efficiently serve ML models.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Cloud-based ML deployment with AWS: Get hands-on experience deploying, managing, and scaling ML models on AWS EC2 and S3.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Automate ML operations with Boto3 and Python: Automate cloud tasks such as instance creation, data storage, and security configuration using Boto3.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Containerize ML applications using Docker: Build and manage Docker containers to ensure consistent and scalable ML deployments across environments.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Simple model inference with real-time APIs: Create high-performance APIs that deliver fast and accurate predictions for production-grade applications.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Optimizing machine learning pipelines for production: design and implement end-to-end ML pipelines, from data acquisition to model deployment, using best practices.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Implement a secure and scalable ML infrastructure: Learn to integrate security protocols and scalability features into your cloud-based ML deployment.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Build interactive web applications with Streamlit: Build and deploy ML-based interactive web applications that are accessible and user-friendly.<\/span><\/li>\n<\/ul>\n<h3><span style=\"vertical-align: inherit\">Who is this course suitable for?<\/span><\/h3>\n<ul>\n<li><span style=\"vertical-align: inherit\">Machine learning engineers who want to gain hands-on experience in setting up and configuring an end-to-end machine learning production pipeline.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Data Scientists and Machine Learning Engineers: Professionals looking to advance their skills in deploying machine learning models in production environments using FastAPI, AWS, and Docker.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Cloud Engineers and Developer Professionals: People who want to master cloud-based deployments, automate ML pipelines, and manage scalable infrastructure on AWS.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Software developers and engineers: Developers interested in integrating machine learning models into applications and services, with a focus on API development and containerization.<\/span><\/li>\n<\/ul>\n<h3><span style=\"vertical-align: inherit\">Course specifications 2025 Deploy ML Model in Production with FastAPI and Docker<\/span><\/h3>\n<ul>\n<li><span style=\"vertical-align: inherit\">Publisher: <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.udemy.com\/course\/nlp-with-bert-in-python\/\" target=\"_blank\"><span style=\"vertical-align: inherit\">Udemy<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Lecturer: <\/span><a href=\"https:\/\/downloadlynet.ir\/tag\/laxmi-kant-kgp-talkie\/\"><span style=\"vertical-align: inherit\">Laxmi Kant KGP Talkie<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Language: English<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Education level: all levels<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Training duration: 18 hours and 13 minutes<\/span><\/li>\n<li>Lectures: 161<\/li>\n<\/ul>\n<h3><span style=\"vertical-align: inherit\">Course content<\/span><\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-964624\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/08\/2025-Deploy-ML-Model-in-Production-with-FastAPI-and-Docker.c2.png\" alt=\"2025 Deploy ML Model in Production with FastAPI and Docker \" width=\"705\" height=\"1009\"><\/p>\n<h3><span style=\"vertical-align: inherit\">Course prerequisites<\/span><\/h3>\n<ul dir=\"ltr\">\n<li>Introductory knowledge of NLP<\/li>\n<li>Comfortable in Python, Keras, and TensorFlow 2<\/li>\n<li>Basic Elementary Mathematics<\/li>\n<\/ul>\n<h3><span style=\"vertical-align: inherit\">Pictures<\/span><\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-964622\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/08\/2025-Deploy-ML-Model-in-Production-with-FastAPI-and-Docker.d.jpeg\" alt=\"2025 Deploy ML Model in Production with FastAPI and Docker\" width=\"705\" height=\"282\"><\/p>\n<h3><span style=\"vertical-align: inherit\">Sample video of the course<\/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-136635-1\"><video class=\"wp-video-shortcode\" id=\"video-136635-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/2025_Deploy_ML_Model_in_Production_with_FastAPI_and_Docker_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/2025_Deploy_ML_Model_in_Production_with_FastAPI_and_Docker_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/2025_Deploy_ML_Model_in_Production_with_FastAPI_and_Docker_Downloadly.ir.mp4?nocache=1786103818632\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/2025_Deploy_ML_Model_in_Production_with_FastAPI_and_Docker_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\">Subtitle: English and Korean<\/span><\/p>\n<p><span style=\"vertical-align: inherit\">Quality: 720p<\/span><\/p>\n<p><strong><span style=\"vertical-align: inherit\">Changes:<\/span><\/strong><\/p>\n<p><span style=\"vertical-align: inherit\">The version of 2024\/10 has decreased by 9 hours, 40 minutes and 86 lessons compared to 2024\/8. Also, the title of the course has been changed from 2024 Deploy ML Model in Production with FastAPI and Docker to 2025 Deploy ML Model in Production with FastAPI and Docker.<\/span><\/p>\n<p>The 2024\/12 version has increased the duration by 1 minute compared to 2024\/10. The course quality has also been reduced from 1080p to 720p.<\/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_2025_Deploy_ML_Model_in_Production_with_FastAPI_and_Docker_2024-12_Downloadly.ir.part1.rar?nocache=1786103816\">Download Part 1 \u2013 2 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_2025_Deploy_ML_Model_in_Production_with_FastAPI_and_Docker_2024-12_Downloadly.ir.part2.rar?nocache=1786103816\">Download Part 2 \u2013 2 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_2025_Deploy_ML_Model_in_Production_with_FastAPI_and_Docker_2024-12_Downloadly.ir.part3.rar?nocache=1786103816\">Download Part 3 \u2013 2 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_2025_Deploy_ML_Model_in_Production_with_FastAPI_and_Docker_2024-12_Downloadly.ir.part4.rar?nocache=1786103816\">Download Part 4 \u2013 370 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><span style=\"vertical-align: inherit\">6.3 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description 2025 Deploy ML Model in Production with FastAPI and Docker, the ML model deployment training course in production with FastAPI and Docker has been p<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[52857,52858,52859,52860,52861,52862,52863,52812,52864],"class_list":["post-5246","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-2024-deploy-ml-model-in-production-with-fastapi-and-docker","dgi_tag-2024-deploy-ml-model-in-production-with-fastapi-and-docker-download","dgi_tag-2024-deploy-ml-model-in-production-with-fastapi-and-docker-free","dgi_tag-2024-deploy-ml-model-in-production-with-fastapi-and-docker-free-download","dgi_tag-download-2024-deploy-ml-model-in-production-with-fastapi-and-docker","dgi_tag-free-2024-deploy-ml-model-in-production-with-fastapi-and-docker","dgi_tag-free-download-2024-deploy-ml-model-in-production-with-fastapi-and-docker","dgi_tag-laxmi-kant-kgp-talkie","dgi_tag-udemy-2024-deploy-ml-model-in-production-with-fastapi-and-docker"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/5246","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\/5246\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=5246"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=5246"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=5246"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}