{"id":38288,"date":"2024-02-21T22:01:02","date_gmt":"2024-02-22T02:01:02","guid":{"rendered":""},"modified":"2024-02-21T22:01:02","modified_gmt":"2024-02-22T02:01:02","slug":"script-coding-azure-ai-fundamentals-certification-2024-ai-900-full-course-to-pass-the-exam","status":"publish","type":"post","link":"https:\/\/ericbrooks.com\/whuzzup\/script-coding-azure-ai-fundamentals-certification-2024-ai-900-full-course-to-pass-the-exam\/","title":{"rendered":"[#Script #Coding] Azure AI Fundamentals Certification 2024 (AI-900) &#8211; Full Course to PASS the Exam"},"content":{"rendered":"<div align=\"center\" style=\"padding: 2%;\"><iframe loading=\"lazy\" title=\"Azure AI Fundamentals Certification 2024 (AI-900) - Full Course to PASS the Exam\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/hHjmr_YOqnU?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/div>\n<blockquote style=\"text-align: left; background-color: #E4E4E4; border: 3px dotted gray; padding:2%;\"><p>\n<a href=\"https:\/\/www.youtube.com\/watch?v=hHjmr_YOqnU\" target=\"offsite\" rel=\"nofollow noopener noreferrer\"><\/p>\n<h3>Azure AI Fundamentals Certification 2024 (AI-900) &#8211; Full Course to PASS the Exam<\/h3>\n<p><\/a><\/p>\n<p>By <a href=\"https:\/\/www.youtube.com\/channel\/UC8butISFwT-Wl7EV0hUK0BQ\" target=\"offsite\" rel=\"nofollow noopener noreferrer\"><strong>freeCodeCamp.org<\/strong><\/a><br \/><strong>Published<\/strong>: Feb 21, 2024<\/p>\n<p><em style=\"font-family: 'Times New Roman',Times,serif; color: #666;\"><span style=\"font-size: 3.5em; font-weight: bold;\">&#0147;<\/span><\/em><br \/>\n<a href=\"https:\/\/www.youtube.com\/watch?v=hHjmr_YOqnU\" target=\"offsite\" rel=\"nofollow noopener noreferrer\"><img decoding=\"async\" src=\"https:\/\/i1.ytimg.com\/vi\/hHjmr_YOqnU\/hqdefault.jpg\" class=\"alignright\" align=\"right\" alt=\"freeCodeCamp.org\" style=\"width: 200px; height: auto;\" \/><\/a> Prepare for the Azure AI Fundamentals Certification (AI-900) and pass! This course has been updated for 2024.<\/p>\n<p>?? Course developed by Andrew Brown of ExamPro. @ExamProChannel <br \/>\n???? ExamPro Cloud Obsessed Certification Training: https:\/\/www.exampro.co<\/p>\n<p>?? Contents ??<br \/>\n?? Introduction<br \/>\n???? (00:00:00) Introduction to AI-900<br \/>\n???? (00:08:18) Exam Guide Breakdown<\/p>\n<p>?? ML Introduction<br \/>\n???? (00:12:51) Layers of Machine Learning<br \/>\n???? (00:13:59) Key Elements of AI<br \/>\n???? (00:14:57) DataSets<br \/>\n???? (00:16:37) Labeling<br \/>\n???? (00:17:43) Supervised and Unsupervised Reinforcement<br \/>\n???? (00:19:09) Netural Networks and Deep Learning<br \/>\n???? (00:21:25) GPU<br \/>\n???? (00:22:21) CUDA<br \/>\n???? (00:23:29) Simple ML Pipeline<br \/>\n???? (00:25:39) Forecast vs Prediction<br \/>\n???? (00:26:24) Metrics<br \/>\n???? (00:27:58) Juypter Notebooks<br \/>\n???? (00:29:13) Regression<br \/>\n???? (00:30:50) Classification<br \/>\n???? (00:31:44) Clustering<br \/>\n???? (00:32:29) Confusion Matrix<\/p>\n<p>?? Common AI Workloads<br \/>\n???? (00:34:06) Anomaly Detection AI<br \/>\n???? (00:34:59) Computer Vision AI<br \/>\n???? (00:37:05) Natural Language Processing AI<br \/>\n???? (00:38:42) Conversational AI<\/p>\n<p>?? Responsible AI<br \/>\n???? (00:40:16) Responsible AI<br \/>\n???? (00:41:09) Fairness<br \/>\n???? (00:42:08) Reliability and safety<br \/>\n???? (00:43:00) Privacy and security<br \/>\n???? (00:43:45) Inclusiveness<br \/>\n???? (00:44:24) Transparency<br \/>\n???? (00:45:00) Accountability<br \/>\n???? (00:45:45) Guidelines for Human AI Interaction<br \/>\n???? (00:46:04) Follow Along Guidelines for Human AI Interaction<\/p>\n<p>?? Congitive Services<br \/>\n???? (00:57:33) Azure Cognitive Services<br \/>\n???? (00:59:41) Congitive API Key and Endpoint<br \/>\n???? (01:00:08) Knowledge Mining<br \/>\n???? (01:04:42) Face Service<br \/>\n???? (01:06:30) Speech and Translate Service<br \/>\n???? (01:08:04) Text Analytics<br \/>\n???? (01:11:02) OCR Computer Vision<br \/>\n???? (01:12:22) Form Recognizer<br \/>\n???? (01:14:48) Form Recognizer Custom Models<br \/>\n???? (01:15:34) Form Recognizer Prebuilt Models<br \/>\n???? (01:17:33) LUIS<br \/>\n???? (01:19:58) QnA Maker<br \/>\n???? (01:24:19) Azure Bot Service<\/p>\n<p>?? ML Studio<br \/>\n???? (01:26:45) Azure Machine Learning Service<br \/>\n???? (01:28:10) Studio Overview<br \/>\n???? (01:29:39) Studio Compute<br \/>\n???? (01:30:48) Studio Data Labeling<br \/>\n???? (01:31:45) Data Stores<br \/>\n???? (01:32:34) Datasets<br \/>\n???? (01:33:44) Experiments<br \/>\n???? (01:34:16) Pipelines<br \/>\n???? (01:35:23) ML Designer<br \/>\n???? (01:36:07) Model Registry<br \/>\n???? (01:36:34) Endpoints<br \/>\n???? (01:37:50) Notebooks<\/p>\n<p>?? AutoML<br \/>\n???? (01:38:41) Introduction to AutoML<br \/>\n???? (01:41:15) Data Guard Rails<br \/>\n???? (01:42:01) Automatic Featurization<br \/>\n???? (01:43:53) Model Selection<br \/>\n???? (01:44:57) Explanation<br \/>\n???? (01:45:51) Primary Metrics<br \/>\n???? (01:47:43) Validation Type<\/p>\n<p>?? Custom Vision<br \/>\n???? (01:48:14) Introduction to Custom Vision<br \/>\n???? (01:48:58) Project Types and Domains<br \/>\n???? (01:51:54) Custom Vision Features<\/p>\n<p>?? Features of generative AI solutions<br \/>\n???? (01:54:32) AI vs Generative AI<br \/>\n???? (01:57:17) What is a LLM Large Language Model<br \/>\n???? (01:58:58) Transformer models<br \/>\n???? (02:00:14) Tokenization<br \/>\n???? (02:01:26) Embeddings<br \/>\n???? (02:02:46) Positional encoding<br \/>\n???? (02:04:27) Attention<\/p>\n<p>?? Capabilities of Azure OpenAI Service<br \/>\n???? (02:08:01) Introduction to Azure OpenAI Service<br \/>\n???? (02:10:29) Azure OpenAI Studio<br \/>\n???? (02:11:44) Azure OpenAI service pricing<br \/>\n???? (02:13:14) What are Copilots<br \/>\n???? (02:15:43) Prompt engineering<br \/>\n???? (02:18:51) Grounding<br \/>\n???? (02:20:36) Copilot demo<\/p>\n<p>?? Follow Alongs<br \/>\n???? (02:24:04) Setup<br \/>\n???? (02:35:02) Computer Vision<br \/>\n???? (02:38:44) Custom Vision Classification<br \/>\n???? (02:45:22) Custom Vision Object Detection<br \/>\n???? (02:51:18) Face Service<br \/>\n???? (02:54:30) Form Recognizer<br \/>\n???? (02:58:01) OCR<br \/>\n???? (03:02:54) Text Analysis<br \/>\n???? (03:06:37) QnAMaker<br \/>\n???? (03:25:11) LUIS<br \/>\n???? (03:30:56) AutoML<br \/>\n???? (03:48:13) Designer<br \/>\n???? (03:58:31) MNIST<br \/>\n???? (04:18:10) Data Labeling<br \/>\n???? (04:22:38) Clean up<\/p>\n<div style=\"text-align: center; font-weight: bold\">[<a href=\"https:\/\/www.youtube.com\/watch?v=hHjmr_YOqnU\" target=\"offsite\" rel=\"nofollow noopener noreferrer\" title=\"Read More on YouTube\">READ MORE<\/a>]<\/div>\n<p><em style=\"font-family: 'Times New Roman',Times,serif; color: #666;\"><span style=\"font-size: 3.5em; font-weight: bold;\">&#0148;<\/span><\/em><\/p><\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>Prepare for the Azure AI Fundamentals Certification (AI-900) and pass! This course has been updated for 2024.<\/p>\n<p>?? Course developed by Andrew Brown of &#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[380],"tags":[],"class_list":["post-38288","post","type-post","status-publish","format-standard","hentry","category-video-tutorials"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>[#Script #Coding] Azure AI Fundamentals Certification 2024 (AI-900) - Full Course to PASS the Exam - WHUZZUP!<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ericbrooks.com\/whuzzup\/script-coding-azure-ai-fundamentals-certification-2024-ai-900-full-course-to-pass-the-exam\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"[#Script #Coding] Azure AI Fundamentals Certification 2024 (AI-900) - Full Course to PASS the Exam - WHUZZUP!\" \/>\n<meta property=\"og:description\" content=\"Prepare for the Azure AI Fundamentals Certification (AI-900) and pass! 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