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 flow to provide value to your users.
 
Pré-Requisitos
Before starting this module, you should be familiar with fundamental AI concepts and services in Azure.
Programa
- Introduction to Azure AI Studio
- Explore and deploy models from the model catalog in Azure AI Studio
- Get started with prompt flow to develop language model apps in the Azure AI Studio
- Build a RAG-based copilot solution with your own data using Azure AI Studio
- Integrate a fine-tuned language model with your copilot in the Azure AI Studio
- Evaluate the performance of your custom copilot in the Azure AI Studio
- Responsible generative AI
Introduction to Azure AI Studio
- What is Azure AI Studio?
- How does Azure AI Studio work
- When to use Azure AI Studio
Explore and deploy models from the model catalog in Azure AI Studio
- Explore the language models in the model catalog
- Deploy a model to an endpoint
- Improve the performance of a language model
Get started with prompt flow to develop language model apps in the Azure AI Studio
- Understand the development lifecycle of a large language model (LLM) app
- Understand core components and explore flow types
- Explore connections and runtimes
- Explore variants and monitoring options
Build a RAG-based copilot solution with your own data using Azure AI Studio
- Understand how to ground your language model
- Make your data searchable
- Build a copilot with prompt flow
Integrate a fine-tuned language model with your copilot in the Azure AI Studio
- Understand when to fine-tune a language model
- Prepare your data to fine-tune a chat completion model
- Explore fine-tuning language models in Azure AI Studio
Evaluate the performance of your custom copilot in the Azure AI Studio
- Assess the model performance
- Manually evaluate the performance of a model
- Assess the performance of your custom copilot
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
