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Designing and Implementing a Microsoft Azure AI Solution

AI-102 Designing and Implementing an Azure AI Solution is intended for software developers wanting to build AI infused applications that leverage Azure AI Services, Azure AI Search, and Azure OpenAI....

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$2,380 USD GSA  $1,764.48
Course Code AI-102T00
Duration 4 days
Available Formats Classroom, Virtual

AI-102 Designing and Implementing an Azure AI Solution is intended for software developers wanting to build AI infused applications that leverage Azure AI Services, Azure AI Search, and Azure OpenAI. 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 AI Services, Azure AI Search, and Azure OpenAI. They are familiar with C# or Python and have knowledge on using REST-based APIs to build computer vision, language analysis, knowledge mining, intelligent search, and generative AI solutions on Azure.

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

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
To gain C# or Python skills, complete the freeTake your first steps with C# or Take your first steps with Python learning path before attending the course.
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.

Course Details

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
  • Analyze images
  • Classify images
  • Detect, analyze, and recognize faces
  • Read Text in images and documents with the Azure AI Vision Service
  • Analyze video
  • Analyze text with Azure AI Language
  • Create question answering solutions with Azure AI Language
  • Build a conversational language understanding model
  • Create a custom text classification solution
  • Custom named entity recognition
  • Translate text with Azure AI Translator service
  • Create speech-enabled apps with Azure AI services
  • Translate speech with the Azure AI Speech service
  • Create an Azure AI Search solution
  • Create a custom skill for Azure AI Search
  • Create a knowledge store with Azure AI Search
  • Plan an Azure AI Document Intelligence solution
  • Use prebuilt Document intelligence models
  • Extract data from forms with Azure Document intelligence
  • Get started with Azure OpenAI Service
  • Build natural language solutions with Azure OpenAI Service
  • Apply prompt engineering with Azure OpenAI Service
  • Generate code with Azure OpenAI Service
  • Generate images with Azure OpenAI Service
  • Implement Retrieval Augmented Generation (RAG) with Azure OpenAI Service
  • Fundamentals of Responsible Generative AI
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