{"id":11686,"date":"2026-08-10T10:35:34","date_gmt":"2026-08-10T10:35:34","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-llm-mastery-from-raw-data-to-running-model-how-they-work-2025-7\/"},"modified":"2026-08-10T10:35:34","modified_gmt":"2026-08-10T10:35:34","slug":"udemy-llm-mastery-from-raw-data-to-running-model-how-they-work-2025-7","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-llm-mastery-from-raw-data-to-running-model-how-they-work-2025-7\/","title":{"rendered":"Udemy \u2013 LLM Mastery: From Raw Data to Running Model \u2013 How They WORK! 2025-7"},"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\">LLM Mastery: From Raw Data to Running Model \u2013 How They WORK!. This course is a comprehensive guide to understanding and implementing large language models (LLMs) from theory to production implementation. Rather than providing simplified concepts, this course provides a detailed and practical demonstration of how LLMs work in the real world, covering all stages of their lifecycle, from raw data collection to final model deployment. Participants will learn basic concepts such as tokenization, Transformer architecture, and Attention mechanisms, and then work through the design and implementation of three types of LLMs for a variety of applications such as coding, creative writing, and data analysis. The course also covers advanced topics such as initial training, fine-tuning, quantization, and model deployment with tools such as KoboldCPP and GGUF files. The limitations and ethical challenges of LLMs are also discussed through real-world case studies. This course helps participants gain a deep understanding of architectural decisions, the differences between different models, and how to optimize them for practical applications.<\/span><\/p>\n<h3 class=\"\" dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">What you will learn<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li><span style=\"vertical-align: inherit\">Everything about LLMs: from the place of LLMs in AI, their history and evolution, the importance of big data, to key components like Tokenization and Transformer architecture.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Architecture and Design of LLMs: You will design three types of LLMs with different purposes.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Understand the basic concepts of LLMs: You will understand the architecture of ChatGPT, GPT-4, and Claude and how LLMs work.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Build and deploy LLMs locally: You run AI models offline with KoboldCPP, GGUF files, and the Quantization technique.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Deep understanding of Transformer architecture: You will learn the Attention and Tokenization mechanisms that are the core of modern LLMs like GPT and BERT.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Learning to Teach, Fine-Tuning, and Prompt Engineering: From Pre-Training to Deployment in the Real Environment.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">LLM Architecture Design: For coding (such as GitHub Copilot), creative writing, and research applications.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Mastering sampling parameters and methods: Learning Temperature settings for optimal text generation by AI.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Implementing practical applications of LLM: building chatbots, generating code, and creating content through practical projects.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Understanding the limitations, biases, ethics and safety of LLM: Learning practices for responsible development of AI.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">This course is suitable for people who:<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li><span style=\"vertical-align: inherit\">Complete beginners: People who want to understand LLMs, ChatGPT, Claude, and modern AI language models.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Developers, data scientists, and engineers: professionals looking to enter the field of LLM development and AI applications.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Business professionals, product managers, and entrepreneurs: People who plan to build AI-based products using LLMs.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Students and researchers: People studying natural language processing, Transformers, and deep learning.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Content creators, writers, and marketers: Those who use LLMs for automation and AI-powered workflows.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course Details LLM Mastery: From Raw Data to Running Model \u2013 How They WORK!<\/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\/largelanguagemodels101\/?couponCode=KEEPLEARNING\" 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\/cloudy-robotics\/\" data-position=\"1\"><span class=\"ud-btn-label\"><span style=\"vertical-align: inherit\">Cloudy Robotics<\/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: 3 hours and 36 minutes<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Number of lessons: 31<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course topics<\/span><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-1000050 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/08\/LLM-Mastery-From-Raw-Data-to-Running-Model-How-They-WORK-1.png\" alt=\"LLM Mastery: From Raw Data to Running Model - How They WORK!\" width=\"880\" height=\"778\"><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Prerequisites for the LLM Mastery: From Raw Data to Running Model \u2013 How They WORK!<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">No Prior Coding Experience Required:<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">An interest in natural language processing and how machines understand and generate human language.<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">A computer with a stable internet connection to access course materials and complete online projects.<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Optional: A basic understanding of artificial intelligence and machine learning concepts will be helpful but is not mandatory. The course will cover necessary foundational topics.<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Optional: Basic Neural Network knowledge<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">\u201cNo coding required \u2013 learn LLMs from scratch with beginner-friendly explanations<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Basic computer skills \u2013 if you can browse the web, you can master Large Language Models<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Curiosity about AI, ChatGPT, or natural language processing \u2013 we\u2019ll teach everything else<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Computer with 8GB RAM minimum for running local LLMs (optional \u2013 can follow along without)<\/span><\/li>\n<\/ul>\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-1000051 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/08\/LLM-Mastery-From-Raw-Data-to-Running-Model-How-They-WORK.png\" alt=\"LLM Mastery: From Raw Data to Running Model - How They WORK!\" width=\"874\" height=\"398\"><\/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-172966-1\"><video class=\"wp-video-shortcode\" id=\"video-172966-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/LLM_Mastery_From_Raw_Data_to_Running_Model-How_They_WORK_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/LLM_Mastery_From_Raw_Data_to_Running_Model-How_They_WORK_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/LLM_Mastery_From_Raw_Data_to_Running_Model-How_They_WORK_Downloadly.ir.mp4?nocache=1786141422604\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/LLM_Mastery_From_Raw_Data_to_Running_Model-How_They_WORK_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: 1080p<\/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:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_LLM_Mastery_From_Raw_Data_to_Running_Model-How_They_WORK_2025-7.part1_Downloadly.ir.rar?nocache=1786141422\"><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:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_LLM_Mastery_From_Raw_Data_to_Running_Model-How_They_WORK_2025-7.part2_Downloadly.ir.rar?nocache=1786141422\"><span style=\"vertical-align: inherit\">Download Part 2 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_LLM_Mastery_From_Raw_Data_to_Running_Model-How_They_WORK_2025-7.part3_Downloadly.ir.rar?nocache=1786141422\"><span style=\"vertical-align: inherit\">Download Part 3 \u2013 219 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\">2.2 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description LLM Mastery: From Raw Data to Running Model \u2013 How They WORK!. This course is a comprehensive guide to understanding and implementing large language <\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[97188,97189,97190,97191,97192,97193],"class_list":["post-11686","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-cloudy-robotics","dgi_tag-course-llm-mastery-from-raw-data-to-running-model-how-they-work","dgi_tag-download-course-llm-mastery-from-raw-data-to-running-model-how-they-work","dgi_tag-download-llm-mastery-from-raw-data-to-running-model-how-they-work","dgi_tag-free-download-llm-mastery-from-raw-data-to-running-model-how-they-work","dgi_tag-free-llm-mastery-from-raw-data-to-running-model-how-they-work"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/11686","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\/11686\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=11686"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=11686"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=11686"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}