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.
Knowledge of Microsoft Azure and ability to navigate the Azure portal
Knowledge of either C# or Python
Familiarity with JSON and REST programming semantics
Software engineers concerned with building, managing and deploying AI solutions that leverage Azure Cognitive Services, Azure Cognitive Search, and Microsoft Bot Framework. 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 conversational AI solutions on Azure.
AI-102: Designing and Implementing a Microsoft Azure AI Solution
Designing and Implementing a Microsoft Azure AI Solution Training (AI-102) Delivery Methods
Microsoft Official Course content
After-course instructor coaching
Designing and Implementing a Microsoft Azure AI Solution Training (AI-102) Course Benefits
Describe considerations for AI-enabled application developmentCreate, configure, deploy, and secure Azure Cognitive ServicesDevelop applications that analyze textDevelop speech-enabled applicationsCreate applications with natural language understanding capabilitiesCreate QnA applicationsCreate conversational solutions with botsUse computer vision services to analyze images and videosCreate custom computer vision modelsDevelop applications that detect, analyze, and recognize facesDevelop applications that read and process text in images and documentsCreate intelligent search solutions for knowledge mining
Designing and Implementing a Microsoft Azure AI Solution Training Outline
Module 1: Introduction to AI on Azure
Artificial Intelligence (AI) is increasingly at the core of modern apps and services. In this module, you’ll learn about some common AI capabilities that you can leverage in your apps, and how those capabilities are implemented in Microsoft Azure. You’ll also learn about some considerations for designing and implementing AI solutions responsibly.
Lessons
Introduction to Artificial Intelligence
Artificial Intelligence in Azure
After completing this module, students will be able to:
Describe considerations for creating AI-enabled applications
Identify Azure services for AI application development
Module 2: Developing AI Apps with Cognitive Services
Module 3: Getting Started with Natural Language Processing
Module 4: Building Speech-Enabled Applications
Module 5: Creating Language Understanding Solutions
Module 6: Building a QnA Solution
Module 7: Conversational AI and the Azure Bot Service
Module 8: Getting Started with Computer Vision
Module 9: Developing Custom Vision Solutions
Module 10: Detecting, Analyzing, and Recognizing Faces
Module 11: Reading Text in Images and Documents
Module 12: Creating a Knowledge Mining Solution
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