Youtor
Azure AI Fundamentals Certification AI900 Full Course to PASS the Exam
>> YOUR LINK HERE: ___ http://youtube.com/watch?v=OwZHNH8EfSU
⚠️ Watch the updated version of this course: • Azure AI Fundamentals Certification 2... • Prepare for the Azure AI Fundamentals Certification (AI-900) and pass! • ✏️ Course developed by Andrew Brown of ExamPro. Check out the ExamPro YouTube channel: / examprochannel • 🔗 ExamPro Cloud Obsessed Certification Training: https://www.exampro.co • ⭐️ Course Contents ⭐️ • ☁️ Introduction • 🎤 (00:00:00) Introduction • 🎤 (00:09:19) Exam Guide Breakdown • ☁️ ML Introduction • 🎤 (00:13:58) Layers of Machine Learning • 🎤 (00:15:06) Key Elements of AI • 🎤 (00:16:04) DataSets • 🎤 (00:17:44) Labeling • 🎤 (00:18:50) Supervised and Unsupervised Reinforcement • 🎤 (00:20:16) Neural Networks and Deep Learning • 🎤 (00:22:32) GPU • 🎤 (00:23:28) CUDA • 🎤 (00:24:36) Simple ML Pipeline • 🎤 (00:26:46) Forecast vs Prediction • 🎤 (00:27:31) Metrics • 🎤 (00:29:05) Juypter Notebooks • 🎤 (00:30:20) Regression • 🎤 (00:31:57) Classification • 🎤 (00:32:51) Clustering • 🎤 (00:33:36) Confusion Matrix • ☁️ Common AI Workloads • 🎤 (00:35:13) Anomaly Detection AI • 🎤 (00:36:06) Computer Vision AI • 🎤 (00:38:12) Natural Language Processing AI • 🎤 (00:39:49) Conversational AI • ☁️ Responsible AI • 🎤 (00:41:23) Responsible AI • 🎤 (00:42:16) Fairness • 🎤 (00:43:15) Reliability and safety • 🎤 (00:44:07) Privacy and security • 🎤 (00:44:52) Inclusiveness • 🎤 (00:45:31) Transparency • 🎤 (00:46:07) Accountability • 🎤 (00:46:52) Guidelines for Human AI Interaction • 🎤 (00:47:11) Follow Along Guidelines for Human AI Interaction • ☁️ Cognitive Services • 🎤 (00:58:40) Azure Cognitive Services • 🎤 (01:00:48) Cognitive API Key and Endpoint • 🎤 (01:01:15) Knowledge Mining • 🎤 (01:05:49) Face Service • 🎤 (01:07:37) Speech and Translate Service • 🎤 (01:09:11) Text Analytics • 🎤 (01:12:09) OCR Computer Vision • 🎤 (01:13:29) Form Recognizer • 🎤 (01:15:55) Form Recognizer Custom Models • 🎤 (01:16:41) Form Recognizer Prebuilt Models • 🎤 (01:18:40) LUIS • 🎤 (01:21:05) QnA Maker • 🎤 (01:25:26) Azure Bot Service • ☁️ ML Studio • 🎤 (01:27:52) Azure Machine Learning Service • 🎤 (01:29:17) Studio Overview • 🎤 (01:30:46) Studio Compute • 🎤 (01:31:55) Studio Data Labeling • 🎤 (01:32:52) Data Stores • 🎤 (01:33:41) Datasets • 🎤 (01:34:51) Experiments • 🎤 (01:35:23) Pipelines • 🎤 (01:36:30) ML Designer • 🎤 (01:37:14) Model Registry • 🎤 (01:37:41) Endpoints • 🎤 (01:38:57) Notebooks • ☁️ AutoML • 🎤 (01:39:48) Introduction to AutoML • 🎤 (01:42:22) Data Guard Rails • 🎤 (01:43:08) Automatic Featurization • 🎤 (01:45:00) Model Selection • 🎤 (01:46:04) Explanation • 🎤 (01:46:58) Primary Metrics • 🎤 (01:48:50) Validation Type • ☁️ Custom Vision • 🎤 (01:49:21) Introduction to Custom Vision • 🎤 (01:50:05) Project Types and Domains • 🎤 (01:53:01) Custom Vision Features • ☁️ Follow Alongs • 🎤 (01:55:39) Setup • 🎤 (02:06:37) Computer Vision • 🎤 (02:10:19) Custom Vision Classification • 🎤 (02:16:57) Custom Vision Object Detection • 🎤 (02:22:53) Face Service • 🎤 (02:26:05) Form Recognizer • 🎤 (02:29:36) OCR • 🎤 (02:34:29) Text Analysis • 🎤 (02:38:12) QnAMaker • 🎤 (02:56:46) LUIS • 🎤 (03:02:31) AutoML • 🎤 (03:19:48) Designer • 🎤 (03:30:06) MNIST • 🎤 (03:49:45) Data Labeling • 🎤 (03:54:13) Clean up • ☁️ CheatSheet • 🎤 (03:55:28) AI CheatSheet • 🎉 Thanks to our Champion and Sponsor supporters: • 👾 Wong Voon jinq • 👾 hexploitation • 👾 Katia Moran • 👾 BlckPhantom • 👾 Nick Raker • 👾 Otis Morgan • 👾 DeezMaster • 👾 Treehouse • ❤️ Support for this channel comes from our friends at Scrimba – the coding platform that's reinvented interactive learning: https://scrimba.com/freecodecamp
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