Microsoft Certified: Azure AI Engineer Associate (AI102)

Designing and Implementing a Microsoft Azure AI Solution (AI-102T00)

Module 1: Prepare for AI engineering

• Define artificial intelligence
• Understand AI-related terms
• Understand considerations for AI Engineers
• Understand considerations for responsible AI
• Understand capabilities of Azure Machine Learning
• Understand capabilities of Azure Cognitive Services
• Understand capabilities of the Azure Bot Service
• Understand capabilities of Azure Cognitive Search

Module 2: Provision and manage Azure Cognitive Services

• Create and consume Cognitive Services
• Secure Cognitive Services
• Monitor Cognitive Services
• Deploy cognitive services in containers

Module 3: Process and translate text with Azure Cognitive Services

• Extract insights from text with the Language service
• Translate text with the Translator service

Module 4: Process and Translate Speech with Azure Cognitive Speech Services

• Create speech-enabled apps with the Speech service
• Translate speech with the speech service

Module 5: Create a Language Understanding solution with Azure Cognitive Services

• Build a Language Understanding model
• Publish and use a Language Understanding app

Module 6: Build a question answering solution

• Understand question answering
• Compare question answering to language understanding
• Create a knowledge base
• Implement multi-turn conversation
• Test and publish a knowledge base
• Use a knowledge base
• Improve question answering performance
• Create a question answering bot

Module 7: Create conversational AI solutions

• Create a bot with the Bot Framework SDK
• Create a Bot with the Bot Framework Composer

Module 8: Create computer vision solutions with Azure Cognitive Services

• Analyze images
• Analyze video
• Classify images
• Detect objects in images
• Detect, analyze, and recognize faces

Module 9: Extract text from images and documents

• Read Text in Images and Documents with the Computer Vision Service
• Extract data from forms with Form Recognizer

Module 10: Implement knowledge mining with Azure Cognitive Search

• Create an Azure Cognitive Search solution
• Create a custom skill for Azure Cognitive Search
• Create a knowledge store with Azure Cognitive Search
• Enrich a search index using Language Studio
• Implement advanced search features in Azure Cognitive Search
• Build an Azure Machine Learning custom skill for Azure Cognitive Search
• Search data outside the Azure platform in Azure Cognitive Search using Azure Data Factory
• Maintain an Azure Cognitive Search solution