Azure AI Fundamentals

Overview

Designing and building AI-powered applications with Microsoft Azure can be exciting but also challenging with the number of available services. In this course, Azure AI Fundamentals, you’ll learn about Azure AI services to quickly build and deploy AI-powered solutions.

First, you’ll explore the Azure AI services landscape, including services like Azure OpenAI, Azure Document Intelligence, or Azure AI Search. Next, you’ll discover how to design and deploy generative AI apps with Azure AI Foundry.

Finally, you’ll learn how to leverage Azure AI Services and Azure AI Search for text, image, and video content. You will also discover how to optimize and troubleshoot operations with Microsoft Copilot for Azure.

Syllabus

• Introduction to Azure AI Fundamentals
Course overview
Importance of AI in modern applications
• Azure AI Services Landscape
Overview of Azure AI services
Introduction to Azure OpenAI
Features of Azure Document Intelligence
Capabilities of Azure AI Search
• Designing and Deploying AI-Powered Applications
Using Azure AI Foundry for generative AI
Building AI applications with Azure OpenAI
Integration and deployment strategies
• Leveraging Azure AI for Content Processing
Text analysis and processing with Azure AI
Image content analysis using Azure services
Video content analysis capabilities
• Optimizing and Troubleshooting with Microsoft Copilot
Monitoring and optimizing AI service operations
Troubleshooting common issues
Best practices for using Microsoft Copilot
• Course Summary and Future Directions
Key takeaways from the course
Exploring advanced Azure AI features
Resources for further learning and exploration

Taught by

Daniel Krzyczkowski

Subjects

Programming