Course description. AI-3016: Develop custom copilots with Azure AI Studio

Generative artificial intelligence (AI) is becoming more accessible through easy-to-use platforms like Azure AI Studio . Learn how to build generative AI applications like custom Copilots that use language models and prompt flows to provide value to users.

Intermediate - Data Scientist - AI Engineer - Azure AI Services

Training Route

• Introduction to Azure AI Studio: Microsoft Azure offers several services that enable developers to build amazing AI-based solutions. Azure AI Studio brings these services together into a single, unified experience for AI development on the Azure cloud platform.
• Explore and deploy models from the model catalog in Azure Studio AI: Explore the different language models that are available through the Azure Studio AI model catalog. Understand how to select, deploy, and test a model and improve its performance.
• Introduction to prompt flow for developing language model applications in Azure AI Studio: Learn how to use prompt flow to develop applications that leverage language models in Azure AI Studio.
• Building a RAG-based copilot solution with your own data using Azure AI Studio: Copilots can work with you to provide suggestions, generate content, or help you make decisions. Copilots use language models as a form of generative artificial intelligence (AI) and will answer your questions using the data they were trained on. To ensure that a copilot retrieves insights from a specific source, you can add your own data when building a copilot with Azure AI Studio.
• Integrate an optimized language model with Copilot in Azure Studio AI: Train a base language model on a chat completion task. The Azure Studio AI model catalog offers many open-source models that can be optimized for your specific model behavior needs.
• Evaluating the performance of your custom copilot in Azure AI Studio: Evaluating copilots is essential to ensure that your custom copilots meet user needs, provide accurate responses, and continually improve over time. Learn how to evaluate and optimize the performance of your custom copilot using the tools and features available in Azure AI Studio.
• Responsible Generative AI in AI Studio: Generative AI enables incredible creative solutions, but it must be implemented responsibly to minimize the risk of generating harmful content.

Prerequisites

Familiarity with Azure AI services and core concepts is recommended.

Language

• Course: English / Spanish
  

Microsoft Applied Skills

This course is part of the Microsoft Applied Skills Credentials.

Earn this Microsoft Applied Skills credential. In this course, you will learn how to develop your own custom copilots using Azure AI Studio.

Applied Skills: Explore all credentials in one guide