{"id":10244,"date":"2026-08-10T10:16:46","date_gmt":"2026-08-10T10:16:46","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-building-deploying-and-scaling-llm-powered-applications-2023-10\/"},"modified":"2026-08-10T10:16:46","modified_gmt":"2026-08-10T10:16:46","slug":"udemy-building-deploying-and-scaling-llm-powered-applications-2023-10","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-building-deploying-and-scaling-llm-powered-applications-2023-10\/","title":{"rendered":"Udemy \u2013 Building Deploying and Scaling LLM Powered Applications 2023-10"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Description<\/span><\/h2>\n<p dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Building Deploying and Scaling LLM Powered Applications course. This course teaches the essential skills to develop, deploy, and manage powerful applications powered by large language models (LLMs) using Langchain, the OpenAI API, and AWS services. In this course, you will learn how to build AI applications from the ground up, use Langchain for natural language processing, and integrate the OpenAI API into your prediction pipeline. It also covers important topics such as horizontal and vertical scaling, deploying applications on AWS Elastic Container Service, and managing traffic with Load Balancers and Auto Scaling Groups. By the end of the course, you will be able to build ML-powered applications, deploy them in the cloud, and optimize performance for end users. This hands-on training prepares you to tackle the challenges of machine learning engineering and developing scalable solutions.<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"17:1-17:25\"><span style=\"vertical-align: inherit\">What you will learn:<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"19:1-28:0\">\n<li data-sourcepos=\"19:1-19:146\"><span style=\"vertical-align: inherit\">Build a complete, scalable software application supported by a Large Language Model and deploy it at scale on Amazon Web Services.<\/span><\/li>\n<li data-sourcepos=\"20:1-20:76\"><span style=\"vertical-align: inherit\">Integrate your application\u2019s LLM-based backend with the Streamlit UI frontend.<\/span><\/li>\n<li data-sourcepos=\"21:1-21:143\"><span style=\"vertical-align: inherit\">First test your application locally, then package it using Docker, and finally learn the best practices for using Streamlit inside Docker.<\/span><\/li>\n<li data-sourcepos=\"22:1-22:108\"><span style=\"vertical-align: inherit\">A template and best practices for injecting your OpenAI API keys into your containerized application at runtime.<\/span><\/li>\n<li data-sourcepos=\"23:1-23:80\"><span style=\"vertical-align: inherit\">Fix vulnerabilities in your containerized application and best practices for resolving them.<\/span><\/li>\n<li data-sourcepos=\"24:1-24:73\"><span style=\"vertical-align: inherit\">Design your system architecture based on the components and design choices in your application.<\/span><\/li>\n<li data-sourcepos=\"25:1-25:54\"><span style=\"vertical-align: inherit\">Differences between Horizontal Scaling and Vertical Scaling.<\/span><\/li>\n<li data-sourcepos=\"26:1-26:105\"><span style=\"vertical-align: inherit\">Deep dive into Serverless deployment and use Load Balancers and Auto Scaling for your application.<\/span><\/li>\n<li data-sourcepos=\"27:1-28:0\"><span style=\"vertical-align: inherit\">Ability to use your learnings to build, deploy, and scale other LLM-based Langchain applications.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"29:1-29:32\"><span style=\"vertical-align: inherit\">Who is this course suitable for?<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li data-sourcepos=\"31:1-31:567\"><span style=\"vertical-align: inherit\">The goal of this course is to introduce you to Machine Learning Engineering. This course will enable learners to build, deploy, and scale an end-to-end software application that is supported by a Large Language Model on the backend to produce results based on user input. The main goal of this course is to teach a framework that users can replicate and apply to build other software applications that use OpenAI LLMs, inject API keys at runtime to prevent key leaks, and deploy the corresponding applications at scale on Amazon Web Services.<\/span><\/li>\n<li data-sourcepos=\"33:1-33:427\"><span style=\"vertical-align: inherit\">This is an intermediate level course and is intended for developers who are interested in developing, deploying, and scaling LLM-based applications. The target audience for this course is: software engineers, data scientists, ML engineers, and AI engineers. However, these are certainly not strict requirements and anyone who wants to learn how to build, test, and deploy large-scale software applications is equally welcome.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Building Deploying and Scaling LLM Powered Applications Course Details<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li><span style=\"vertical-align: inherit\">Publisher:&nbsp; <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.udemy.com\/course\/building-deploying-and-scaling-llm-powered-applications\/?couponCode=LEARNNOWPLANSGB\" target=\"_blank\" rel=\"noopener\"><span style=\"vertical-align: inherit\">Udemy<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Instructor:&nbsp; <\/span><a class=\"ud-btn ud-btn-medium ud-btn-link ud-heading-sm ud-text-sm ud-instructor-links\" href=\"https:\/\/downloadlynet.ir\/tag\/llm-developer\/\" data-position=\"1\"><span class=\"ud-btn-label\"><span style=\"vertical-align: inherit\">LLM Developer<\/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: 2 hours and 27 minutes<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Number of lessons: 19<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span 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-983171 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/05\/Building-Deploying-and-Scaling-LLM-Powered-Applications-1.png\" alt=\"Building Deploying and Scaling LLM Powered Applications\" width=\"881\" height=\"693\"><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Prerequisites for the Building Deploying and Scaling LLM Powered Applications course<\/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\" dir=\"ltr\" style=\"text-align: left\">\n<ul>\n<li class=\"ud-block-list-item-content\" dir=\"ltr\" style=\"text-align: left\">Users of this course must know how to write code in Python, Basic Knowledge of Langchain ( though, it will be discussed in the course videos ), Basic Knowledge of AWS. Additionally basic knowledge of Docker is preferred but not required as the required information to package applications for deployment will be taught in the course<\/li>\n<\/ul>\n<\/div>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span 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-983172 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/05\/Building-Deploying-and-Scaling-LLM-Powered-Applications.png\" alt=\"Building Deploying and Scaling LLM Powered Applications\" width=\"876\" height=\"352\"><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><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-164552-1\"><video class=\"wp-video-shortcode\" id=\"video-164552-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Building_Deploying_and_Scaling_LLM_Powered_Applications_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Building_Deploying_and_Scaling_LLM_Powered_Applications_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Building_Deploying_and_Scaling_LLM_Powered_Applications_Downloadly.ir.mp4?nocache=1786137547024\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Building_Deploying_and_Scaling_LLM_Powered_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 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: None<\/span><\/p>\n<p><span style=\"vertical-align: inherit\">Quality: 720p<\/span><\/p>\n<\/div>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Download link<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_Building_Deploying_and_Scaling_LLM_Powered_Applications_2023-10.part1_Downloadly.ir.rar?nocache=1786137545\"><span style=\"vertical-align: inherit\">Download Part 1 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_Building_Deploying_and_Scaling_LLM_Powered_Applications_2023-10.part2_Downloadly.ir.rar?nocache=1786137545\"><span style=\"vertical-align: inherit\">Download Part 2 \u2013 406 MB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">File(s) password: www.downloadly.ir<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">File size<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">1.4 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Building Deploying and Scaling LLM Powered Applications course. 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