Develop generative AI apps in Azure AI Foundry portal

Learn to design, build, and deploy custom AI copilots in Azure AI Studio with real data and responsible AI.

What you'll learn
- Plan and Prepare — define your generative AI strategy and environment
- Choose and Deploy Models — select, test, and optimize models from the Azure AI catalog
- RAG with Your Data — integrate Retrieval-Augmented Generation to ground responses
- Develop with the SDK — implement core logic using the Azure AI SDK
- Fine-Tuning — adapt models for your specific scenarios

Requirements
- Before starting this module, you should be familiar with fundamental AI concepts and services in Azure. You should also have programming experience.

Description
Overview

Learn how to design and build your own AI copilots with Azure AI Studio. This learning path takes you through the full lifecycle of generative AI applications — from planning and model selection to development, integration, and responsible deployment. By the end, you’ll be ready to create a copilot that engages in natural conversations and is grounded in your own business data.

Who It’s For

AI engineers and data scientists

Developers familiar with Azure and language models

Teams looking to embed conversational AI into business applications

Learners with foundational knowledge of AI concepts and Azure services

Modules Included

Plan and Prepare— define your generative AI strategy and environment

Choose and Deploy Models— select, test, and optimize models from the Azure AI catalog

Develop with the SDK— implement core logic using the Azure AI SDK

Prompt Flow— orchestrate conversational flows and design effective prompts

RAG with Your Data— integrate Retrieval-Augmented Generation to ground responses

Fine-Tuning— adapt models for your specific scenarios

Responsible AI— apply best practices for safety, fairness, and governance

Evaluate and Iterate— measure performance and continuously improve your copilot

Learning Outcomes

Build and deploy conversational AI systems with Azure AI Studio

Ground copilots in your own data using RAG techniques

Fine-tune and optimize models for better performance

Apply responsible AI practices in real-world applications

Evaluate, monitor, and iterate on your copilot for continuous improvement

Why It Matters

AI copilots are transforming how organizations interact with data, customers, and processes. With Azure AI Studio, you can create copilots that are customized, secure, and responsive to the needs of your business.

Who this course is for:
- AI engineers and data scientists
- Developers familiar with Azure and language models
- Teams looking to embed conversational AI into business applications
- Learners with foundational knowledge of AI concepts and Azure services
More Info