Azure AI Fundamentals Certification (AI-900) – Full Course to PASS the Exam



Prepare for the Azure AI Fundamentals Certification and pass! ✏️ Course developed by Andrew Brown of ExamPro. Check out the ExamPro YouTube channel: https://www.youtube.com/ExamProChannel
πŸ”— 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

Azure AI Fundamentals Certification (AI-900) – Full Course to PASS the Exam

Azure AI Fundamentals Certification (AI-900) – Full Course to PASS the Exam

 

 

 

 

 

 

 

 

 

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