AI-3016 Develop copilots with Azure AI Studio
Duration
1 Day
Price
1.00 ج.م.
Course Type
No Location
Designed for data scientists and AI engineers, this intermediate-level training equips you with the skills to create custom copilot solutions using Azure AI Studio
Learning Objectives
Navigate and utilize Azure AI Studio’s core features and capabilities
- Provision and manage AI resources and projects within Azure AI Studio
- Develop and manage language model applications using prompt flow
- Implement RAG to enhance language models with custom data
- Develop responsible generative AI solutions, identifying and mitigating potential harms
- Practical skills through hands-on labs to reinforce theoretical knowledge
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Course Outline
1 - Introduction to Azure AI Studio
- Describe core features and capabilities of Azure AI Studio
- Use Azure AI Studio to provision and manage an Azure AI resource
- Use Azure AI Studio to create and manage an AI project
- Understand when to use Azure AI Studio
- Lab Explore Azure AI Studio
2 - Get started with prompt flow to develop language model apps in the Azure AI Studio
- Understand the development lifecycle when creating language model applications
- Understand what a flow is in prompt flow
- Explore the core components when working with prompt flow
- Lab Get started with prompt flow
3 - Build a RAGbased copilot solution with your own data using Azure AI Studio
- Identify the need to ground your language model with Retrieval Augmented Generation RAG
- Index your data with Azure AI Search to make it searchable for language models
- Build a copilot using RAG on your own data in the Azure AI Studio
- Lab Create a custom copilot that uses your own data
4 - Responsible generative AI in AI Studio
- Describe an overall process for responsible generative AI solution development
- Identify and prioritize potential harms relevant to a generative AI solution
- Measure the presence of harms in a generative AI solution
- Mitigate harms in a generative AI solution
- Prepare to deploy and operate a generative AI solution responsibly
- Lab Explore content filters in Azure AI Studio
Target Audience
Data Scientist
AI Engineer