{"id":1079,"date":"2023-12-28T07:40:55","date_gmt":"2023-12-28T07:40:55","guid":{"rendered":"https:\/\/www.aimletc.com\/?p=1079"},"modified":"2024-04-15T05:33:38","modified_gmt":"2024-04-15T05:33:38","slug":"free-course-llms-with-semantic-search","status":"publish","type":"post","link":"https:\/\/www.aimletc.com\/free-course-llms-with-semantic-search\/","title":{"rendered":"Free Course 15: Semantic Search with LLMs"},"content":{"rendered":"<span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">Reading Time: <\/span> <span class=\"rt-time\"> &lt; 1<\/span> <span class=\"rt-label rt-postfix\">minute<\/span><\/span>\n<h2 class=\"wp-block-heading\">Prequels to this LLM course <\/h2>\n\n\n\n<p id=\"block-8ca7aad2-a981-42ac-b598-4ede1b9d33c1\"><\/p>\n\n\n\n<p><strong>Free Course 11:<\/strong>&nbsp;<a href=\"https:\/\/www.aimletc.com\/free-course-introduction-to-prompt-engineering\/\">Introduction to Prompt Engineering<\/a><\/p>\n\n\n\n<p><strong>Free Course 12:<\/strong> <a href=\"https:\/\/www.aimletc.com\/free-course-introduction-to-large-language-models\/\">Introduction to Large Language Models<\/a><\/p>\n\n\n\n<p><strong>Free Course 14:<\/strong> <a href=\"https:\/\/www.aimletc.com\/free-course-retrieval-augmented-generation\/\">Retrieval Augmented Generation<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Introduction to LLMs with Semantic Search<\/h2>\n\n\n\n<p>Welcome to this free course on LLMs with Semantic Search. You will learn this cutting-edge and relevant topic in a very simple language. <\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Lesson 1 &#8211; LLM Semantic Search<\/h3>\n\n\n<div style=\"position: relative; padding-bottom: 45.729166666666664%; height: 0;\"><iframe src=\"https:\/\/www.loom.com\/embed\/5c18f577b86b437a8e30b8159aaf7fa0?sid=7ea917b8-4465-436e-8422-9c52c489115f\" frameborder=\"0\" webkitallowfullscreen mozallowfullscreen allowfullscreen style=\"position: absolute; top: 0; left: 0; width: 100%; height: 100%;\"><\/iframe><\/div>\n\n\n<h3 class=\"wp-block-heading\">Lesson 2 &#8211; Embeddings &#8211; LLM with Semantic Search<\/h3>\n\n\n<div style=\"position: relative; padding-bottom: 45.729166666666664%; height: 0;\"><iframe src=\"https:\/\/www.loom.com\/embed\/a08dd58bd7f7498e904a0c55f61cd826?sid=3417c797-a982-4ab0-ae66-64edec6b0072\" frameborder=\"0\" webkitallowfullscreen mozallowfullscreen allowfullscreen style=\"position: absolute; top: 0; left: 0; width: 100%; height: 100%;\"><\/iframe><\/div>\n\n\n<h3 class=\"wp-block-heading\">Lesson 3 &#8211; Dense Retrieval &#8211; LLM Semantic Search<\/h3>\n\n\n<div style=\"position: relative; padding-bottom: 45.729166666666664%; height: 0;\"><iframe src=\"https:\/\/www.loom.com\/embed\/c6540cfce26645159315a4b79660fc79?sid=3af9b80b-f399-4368-b9cd-ad4e280d406d\" frameborder=\"0\" webkitallowfullscreen mozallowfullscreen allowfullscreen style=\"position: absolute; top: 0; left: 0; width: 100%; height: 100%;\"><\/iframe><\/div>\n\n\n<h3 class=\"wp-block-heading\">Lesson 4 &#8211; Keywords vs. Semantic Search<\/h3>\n\n\n<div style=\"position: relative; padding-bottom: 45.729166666666664%; height: 0;\"><iframe src=\"https:\/\/www.loom.com\/embed\/1fd329e79ad64a089ddc888a9ff9f397?sid=505d42e8-fa61-401d-9e96-791cd7998142\" frameborder=\"0\" webkitallowfullscreen mozallowfullscreen allowfullscreen style=\"position: absolute; top: 0; left: 0; width: 100%; height: 100%;\"><\/iframe><\/div>\n\n\n<h3 class=\"wp-block-heading\">Lesson 5 &#8211; Limitations of Dense Retrieval<\/h3>\n\n\n<div style=\"position: relative; padding-bottom: 45.729166666666664%; height: 0;\"><iframe src=\"https:\/\/www.loom.com\/embed\/81e1ce9c47644bbc8f92ee78335a8ef8?sid=a369ad2c-2f6c-4744-a6ad-79fe96eb5a11\" frameborder=\"0\" webkitallowfullscreen mozallowfullscreen allowfullscreen style=\"position: absolute; top: 0; left: 0; width: 100%; height: 100%;\"><\/iframe><\/div>\n\n\n<h3 class=\"wp-block-heading\">Lesson 6 &#8211; ReRank &#8211; LLM with Semantic Search<\/h3>\n\n\n<div style=\"position: relative; padding-bottom: 45.729166666666664%; height: 0;\"><iframe src=\"https:\/\/www.loom.com\/embed\/d43ad79e37be4de99a4d1c21ccf3b999?sid=d439e98e-3de1-4dfd-9df3-a90def570837\" frameborder=\"0\" webkitallowfullscreen mozallowfullscreen allowfullscreen style=\"position: absolute; top: 0; left: 0; width: 100%; height: 100%;\"><\/iframe><\/div>\n\n\n<h3 class=\"wp-block-heading\">Lesson 7 &#8211; Semantic Search using Large Language Models<\/h3>\n\n\n<div style=\"position: relative; padding-bottom: 45.729166666666664%; height: 0;\"><iframe src=\"https:\/\/www.loom.com\/embed\/053ce0c706b84f86a66bb038529a9842?sid=4732fc5d-d462-4528-a2e3-4bc8789ce5b3\" frameborder=\"0\" webkitallowfullscreen mozallowfullscreen allowfullscreen style=\"position: absolute; top: 0; left: 0; width: 100%; height: 100%;\"><\/iframe><\/div>\n\n\n<h2 class=\"wp-block-heading\">Continue your AI learning journey with more free courses<\/h2>\n\n\n\n<p><strong>Free Course 16:<\/strong> <a href=\"https:\/\/www.aimletc.com\/free-course-finetuning-large-language-models\/\">Finetuning Large Language Models<\/a><\/p>\n\n\n\n<p><em>Disclaimer &#8211; Most of the course content is taken from courses of <a href=\"https:\/\/www.deeplearning.ai\/courses\/\">Deeplearning.ai<\/a>. All the copyrights of the material\/ content belong to them. We just included that in our course and tried to simplify it further to make AI education accessible to everyone.<\/em><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Feedback<\/h2>\n\n\n\n<p>Hope you liked the videos and presentation. For any suggestion\/ feedback\/ partnership, please reach out at nt(at)aimletc.com<\/p>\n","protected":false},"excerpt":{"rendered":"<p><span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">Reading Time: <\/span> <span class=\"rt-time\"> &lt; 1<\/span> <span class=\"rt-label rt-postfix\">minute<\/span><\/span>Prequels to this LLM course Free Course 11:&nbsp;Introduction to Prompt Engineering Free Course 12: Introduction to Large Language Models Free Course 14: Retrieval Augmented Generation Introduction to LLMs with Semantic Search Welcome to this free course on LLMs with Semantic Search. You will learn this cutting-edge and relevant topic in a very simple language. Lesson [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":1084,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[14],"tags":[],"class_list":["post-1079","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-free-ai-ml-llm-course-senior-it-professionals-entrepreneurs"],"blocksy_meta":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Free Course 15: Semantic Search with LLMs - AI ML etc.<\/title>\n<meta name=\"description\" content=\"Welcome to this free course on LLMs with Semantic Search. 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