AZ-040T00 – Automating Administration with Windows Powershell

1 – Get started with AI on Azure Understand machine learning Understand anomaly detection Understand computer vision Understand natural language processing Understand knowledge mining Challenges and risks with AI Understand Responsible AI 2 – Use Automated Machine Learning in Azure Machine Learning What is machine learning? What is Azure Machine Learning studio? What is Azure Automated Machine Learning? Understand the AutoML process 3 – Create a regression model with Azure Machine Learning designer Identify regression machine learning scenarios What is Azure Machine Learning? What is Azure Machine Learning designer? Understand steps for regression 4 – Create a classification model with Azure Machine Learning designer Identify classification machine learning scenarios What is Azure Machine Learning? What is Azure Machine Learning designer? Understand steps for classification 5 – Create a clustering model with Azure Machine Learning designer Identify clustering machine learning scenarios What is Azure Machine Learning? What is Azure Machine Learning designer? Understand steps for clustering 6 – Analyze images with the Computer Vision service Get started with image analysis on Azure 7 – Classify images with the Custom Vision service Understand classification Get started with image classification on Azure 8 – Detect objects in images with the Custom Vision service What is object detection? Get started with object detection on Azure 9 – Detect and analyze faces with the Face service Get started with Face analysis on Azure 10 – Read text with the Computer Vision service Get started with the Read API on Azure 11 – Analyze receipts with the Form Recognizer service Get started with receipt analysis on Azure 12 – Analyze text with the Language service Get started with text analysis 13 – Recognize and synthesize speech Get started with speech on Azure 14 – Translate text and speech Get started with translation in Azure 15 – Create a language model with Conversational Language Understanding Getting started with Conversational Language Understanding 16 – Build a bot with the Language Service and Azure Bot Service Get started with the Language service and Azure Bot Service