{"id":29,"date":"2025-03-03T11:46:07","date_gmt":"2025-03-03T16:46:07","guid":{"rendered":"https:\/\/applied-ai-medicine.ca\/workshops\/?page_id=29"},"modified":"2025-05-23T05:08:24","modified_gmt":"2025-05-23T09:08:24","slug":"development-of-large-language-models-for-professional-practice","status":"publish","type":"page","link":"https:\/\/applied-ai-medicine.ca\/workshops\/development-of-large-language-models-for-professional-practice\/","title":{"rendered":"Development of Large Language Models for Professional Practice"},"content":{"rendered":"<div class=\"private-offering\">\n<div class=\"hero\">\n<div class=\"text\">\n<h1>Applied AI in Medicine Workshop Series<\/h1>\n<h2>Development of Large Language Models for Professional Practice<\/h2>\n<p style=\"font-weight:bold\">Thursday, May 22, 2025<br \/>Online &#8211; 6-9pm ET  <\/p>\n<\/p><\/div>\n<div class=\"image\">\n\t\t<img decoding=\"async\" src=\"https:\/\/applied-ai-medicine.ca\/workshops\/wp-content\/uploads\/sites\/4\/2025\/03\/AI-Workshops_Thumbnail_3-Web.jpg\" alt=\"\">\n\t<\/div>\n<\/div>\n<p>Learn the steps, challenges, and policy considerations involved in creating your own custom large language models (LLMs) for professional practice. Using Hugging Face and LangChain frameworks, learn how to build, fine-tune, and deploy customized LLMs tailored to specific domains and use cases. Gain practical experience in data preparation, model training, and deployment.<\/p>\n<p>As a group, we\u2019ll collaboratively work through the implementation of a question-and-answer system during the workshop.<\/p>\n<h2>Learning Objectives<\/h2>\n<ul>\n<li>Apply the Hugging Face library for building and training custom LLMs <\/li>\n<li>Employ Hugging Face and LangChain tools to develop the system <\/li>\n<li>Utilize Retrieval-Augmented Generation (RAG) to retrieve domain-specific knowledge and enhance the quality of pre-trained large language models <\/li>\n<\/ul>\n<h2>Fees<\/h2>\n<ul>\n<li>$490 per workshop<\/li>\n<li>$1,800 for all 4 workshops in the series<\/li>\n<\/ul>\n<p>All amounts are in Canadian Dollars (CAD $) and <strong>are subject to 13% HST.<\/strong><\/p>\n<p><a href=\"https:\/\/applied-ai-medicine.ca\/workshops\/fees\/\">Review fee details and register<\/a>.<\/p>\n<\/div>\n<p> <!--\/Private Offering--><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Applied AI in Medicine Workshop Series Development of Large Language Models for Professional Practice Thursday, May 22, 2025Online &#8211; 6-9pm ET Learn the steps, challenges, and policy considerations involved in creating your own custom large language models (LLMs) for professional practice. Using Hugging Face and LangChain frameworks, learn how to build, fine-tune, and deploy customized [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-29","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/applied-ai-medicine.ca\/workshops\/wp-json\/wp\/v2\/pages\/29","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/applied-ai-medicine.ca\/workshops\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/applied-ai-medicine.ca\/workshops\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/applied-ai-medicine.ca\/workshops\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/applied-ai-medicine.ca\/workshops\/wp-json\/wp\/v2\/comments?post=29"}],"version-history":[{"count":0,"href":"https:\/\/applied-ai-medicine.ca\/workshops\/wp-json\/wp\/v2\/pages\/29\/revisions"}],"wp:attachment":[{"href":"https:\/\/applied-ai-medicine.ca\/workshops\/wp-json\/wp\/v2\/media?parent=29"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}