Develop copilots with Azure AI Studio (AI-3016)

Duration : 1 Day

© AFI Expertise inc.

Explore the power of generative AI with Azure AI Studio! Learn to create innovative AI applications, such as custom copilots, through our training: Develop custom copilots with Azure AI Studio (AI-3016). Master prompt flows, understand the lifecycle of language model applications, and discover how to leverage your own data to develop effective solutions. Develop responsible generative AI by identifying and mitigating potential risks.

Audience

• Developer
• AI Engineer
• Data Scientist

Prerequisites

Before starting this course, it is recommended to master the fundamental concepts and services of AI in Azure.

Objectives

• Master Azure AI Studio
• Develop language model applications (LLM)
• Explore prompt flows and their components
• Create custom copilots based on RAG
• Implement responsible generative AI

Contents

Module 1: Introduction to Azure AI Studio

• Understand what Azure AI Studio is
• Learn how Azure AI Studio works
• Discover when to use Azure AI Studio

Module 2: Getting Started with Prompt Flow to Develop Language Model Applications in Azure AI Studio

• Understand the lifecycle of developing a large language model (LLM) application
• Understand key components and explore flow types
• Explore connections and runtimes
• Explore variants and monitoring options

Module 3: Create a RAG-based Copilot Solution with Your Own Data Using Azure AI Studio

• Understand how to ground your language model
• Make your data searchable
• Create a copilot with a prompt flow

Module 4: Responsible Generative AI in AI Studio

• Plan a responsible generative AI solution
• Identify potential harms
• Measure potential harms
• Mitigate potential harms
• Operate a responsible generative AI solution