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Azure AI Foundry Basics – Build, Deploy & Explore AI Models
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Rating: 5.0 out of 5(8 ratings)
92 students

Azure AI Foundry Basics – Build, Deploy & Explore AI Models

A Beginner's Guide to Azure AI Foundry, Model Deployment, AI Playground, Prompts & Python SDK!
Created byE-Learning Edge
Last updated 7/2026
English
English [Auto],

What you'll learn

  • Understand what Azure AI Foundry is and how it fits into the Azure AI ecosystem
  • Learn the Azure AI Foundry architecture, including Hubs, Projects, Resources, and Deployments
  • Create all the required Azure resources from scratch
  • Navigate the Azure AI Foundry portal with confidence
  • Explore the Model Catalog, Playgrounds, Prompt Flow, Evaluation, Fine-tuning, and Agents
  • Choose the right AI model for different business scenarios
  • Understand deployments, versions, regions, quotas, pricing, and tokens
  • Use the Chat Playground to test prompts and AI responses
  • Configure temperature, top-p, max tokens, and system prompts
  • Complete hands-on exercises including text summarization, email generation, content rewriting, and technical explanations
  • Access your deployed model securely using API keys and endpoints
  • Build your first Python application that communicates with Azure AI Foundry
  • Learn cost optimization and resource cleanup best practices

Course content

6 sections18 lectures1h 54m total length
  • Course Introduction4:22
  • What is Azure AI Foundry?6:26

    Discover Azure AI Foundry, a complete platform to build, test, deploy, and manage generative AI applications using diverse models (OpenAI, Microsoft PHI, open-source), with enterprise workflows.

Requirements

  • Basic computer skills
  • An Azure account (free or paid)
  • Basic Python knowledge is helpful but not required
  • No previous Azure AI experience is needed

Description

Azure AI Foundry is Microsoft's powerful platform for building, deploying, and managing AI applications with ease. If you're looking to start your journey in Azure AI, this beginner-friendly course will help you build a strong foundation through practical, hands-on learning.

You'll learn how to create and configure Azure AI resources, understand the Azure AI Foundry architecture, explore Hubs, Projects, Models, and Deployments, and confidently navigate the Azure AI Foundry portal. You'll also deploy your first GPT model, experiment with prompts in the AI Playground, and discover how settings like Temperature, Top P, and Max Tokens influence AI responses.

To reinforce your learning, you'll complete real-world exercises such as text summarization, email generation, and content rewriting. Finally, you'll connect to your deployed model using Python and build your first AI application with the Azure SDK.

Designed for beginners, this course requires no prior Azure AI experience. Every concept is explained step by step with live demonstrations, making it easy to follow and implement. By the end of the course, you'll have the skills and confidence to start building AI-powered applications and continue your learning with advanced topics like Azure OpenAI, AI Agents, RAG, Prompt Flow, and Fine-Tuning.

Enroll today and complete the course to earn a Certificate of Completion, showcasing your Azure AI Foundry skills and boosting your professional profile!

Who this course is for:

  • Beginners who want to learn Azure AI Foundry
  • IT professionals starting their AI journey
  • Students preparing for Azure AI learning paths
  • AI enthusiasts looking for hands-on Azure experience