AI-3016 Develop generative AI apps in Azure AI Foundry

Tässä Applied Skills -koulutuksessa sukelletaan generatiivisen tekoälyn (AI) maailmaan perehtymällä mukautettuihin copilot-ratkaisujen luontiin Azure AI Studion avulla.

Tavoite

Opi luomaan ja hallitsemaan tekoälyprojekteja Azure AI Studion avulla, mukaan lukien kielimallisovellukset ja mukautetut copilot-ratkaisut hyödyntäen RAG -tekoälytekniikkaa.

Kenelle

Koulutus soveltuu kokeneille tai aloitteleville datatieteilijöille ja tekoälyinsinööreille. Osallistujalla on suositeltavaa olla tekoälykonseptien perustiedot ja Azure-palveluiden tuntemus.

Koulutuksen sisältö

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

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

Build a RAG-based 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

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

Avainsanat

Microsoft, AI, Tekoäly, Azure AI Studio, RAG, Copilot -ratkaisut, Data Scientist, AI Engineer