Building Generative AI Solutions on Azure with OpenAI GPT Large Language Models

Overview

Develop, evaluate, and deploy custom copilots and applications using Azure AI Studio, Prompt Flow and OpenAI large language models. You'll operationalize AI-driven applications on Azure using GenAIOps, focusing on evaluation, monitoring and continuous integration and deployment pipelines. You'll create prompt flows, integrate data sources, and manage the full lifecycle of generative AI solutions in real-world scenarios.

Syllabus

Introduction to Custom Generative AI Apps and Copilots Using Azure AI Foundry Portal

Learn to build custom Generative AI copilots and apps with Azure AI Foundry portal, including setting up environments, deploying models, and developing prompt flows for enhanced user interaction.

Building and Evaluating Generative AI Applications with Prompt Flow and GenAIOps in Azure AI Foundry Portal

Learn to build, evaluate, and refine Generative AI applications and copilots with Prompt Flow and GenAIOps in Azure AI Foundry, including automated and manual evaluations, and code-first setups.

Operationalizing Generative AI Applications with GenAIOps in Azure AI Foundry Portal

Master operationalizing Generative AI apps with GenAIOps, covering deployment, monitoring, content safety, and CI/CD automation in Azure AI Foundry portal

Project: Custom Copilot with Azure OpenAI Service

Create a custom AI copilot using Azure AI Studio to assist users with inquiries over specific data sources. Build, test, and deploy your copilot app to deliver real-time, data-backed responses.