AI-3016: Develop Generative AI Apps in Azure AI Foundry Portal

Build and Launch Real-World Generative AI Solutions with Azure AI Studio

Unlock the power of generative AI with Microsoft's cutting-edge Azure AI Foundry Portal. This hands-on course teaches you how to design, build, and deploy intelligent applications using GPT-4, Prompt Flow, Retrieval-Augmented Generation (RAG), fine-tuning, and automated evaluation—all within the Azure AI Studio ecosystem.

What You’ll Learn

• Navigate Azure AI Studio: Learn how to create and manage AI projects, model deployments, and prompt workflows in a secure enterprise-ready environment.

• Deploy State-of-the-Art Models: Discover how to work with powerful foundation models like GPT-4, Llama 2, and Phi-2, and deploy them within your own Azure subscription.

• Use Your Own Data (RAG): Enhance AI responses using your private data with Retrieval-Augmented Generation and data connectors.

• Fine-Tune and Evaluate: Train your own variants of foundation models and compare their performance using Azure AI Studio’s built-in evaluation tools.

• Ensure Responsible AI: Explore content filtering, safety policies, and model monitoring using Microsoft’s built-in responsible AI tools.

• Accelerate with Prompt Flow: Build multi-step generative AI apps that combine prompts, tools, and logic using Prompt Flow visual pipelines.

Who Should Take This Course

• Developers and AI engineers ready to bring generative AI into production

• Data scientists interested in deploying and customizing foundation models

• Technical managers evaluating Microsoft's AI stack for their organizations

• Teams seeking a secure, scalable, and cost-effective way to integrate LLMs

Course Format

• 100% hands-on with step-by-step labs in your own Azure environment

• Taught by a live ASI Expert

• Includes lab exercises on model deployment, prompt engineering, fine-tuning, data integration, and evaluation