AI-102T00 Designing and Implementing a Microsoft Azure AI Solution Training
AI-102 Designing and Implementing an Azure AI Solution is intended for software developers wanting to build AI infused applications that leverage Azure Cognitive Services, Azure Cognitive Search, and Microsoft Bot Framework. The course will use C# or Python as the programming language.
Audience Profile
Software engineers concerned with building, managing and deploying AI solutions that leverage Azure Cognitive Services, Azure Cognitive Search, [..]
Duration
4 days.
Prerequisites
Before attending this course, students must have:
- Knowledge of Microsoft Azure and ability to navigate the Azure portal
- Knowledge of either C# orPython
- Familiarity with JSON and REST programming semantics
If you are new to artificial intelligence, and want an overview of AI capabilities on Azure, consider completing the Azure AI Fundamentals certification before taking this one.
Skills Gained
After completing this course, students will be able to:
- Describe considerations for AI-enabled application development
- Create, configure, deploy, and secure Azure Cognitive Services
- Develop applications that analyze text
- Develop speech-enabled applications
- Create applications with natural language understanding capabilities
- Create QnA applications
- Create conversational solutions with bots
- Use computer vision services to analyze images and videos
- Create custom computer vision models
- Develop applications that detect, analyze, and recognize faces
- Develop applications that read and process text in images and documents
- Create intelligent search solutions for knowledge mining
Who Can Benefit?
Software engineersconcerned with building, managing and deploying AI solutions that leverageAzure Cognitive Services,Azure Cognitive Search, andMicrosoft Bot Framework.They are familiar with C# or Python and have knowledge on usingREST-based APIsto buildcomputer vision, language analysis, knowledge mining,intelligent search,and conversationalAI solutions on Azure.
Outline for Designing and Implementing a Microsoft Azure AI Solution Training
Outline
- Prepare to develop AI solutions on Azure
- Create and consume Azure AI Services
- Secure Azure AI Services
- Monitor Azure AI Services
- Deploy Azure AI services in containers
- Extract insights from text with the Azure AI Language service
- Translate text with the Azure AI Translator service
- Create speech-enabled apps with Azure AI services
- Translate speech with the Azure AI Speech service
- Build a conversational language understanding model
- Publish and use an Azure AI Language Understanding app
- Build a question answering solution
- Create a bot with the Bot Framework SDK
- Create a Bot with the Bot Framework Composer
- Analyze images
- Analyze video
- Classify images
- Detect objects in images
- Detect, analyze, and recognize faces
- Read Text in Images and Documents with the Azure AI Vision Service
- Extract data from forms with Azure Document Intelligence
- Create an Azure Cognitive Search solution
- Create a custom skill for Azure Cognitive Search
- Create a knowledge store with Azure Cognitive Search
Online Virtual Class