CourseInfo | SimpliTrain

Description

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

Course Overview

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

Course Objective

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

Who Should Attend

Data Scientist AI Engineer

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Introduction to Azure AI Studio Lesson Id 1

Introduction to Azure AI Studio

Get started with prompt flow to develop language model apps in the Azure AI Studio Lesson Id 2

Get started with prompt flow to develop language model apps in the Azure AI Studio

Build a RAGbased copilot solution with your own data using Azure AI Studio Lesson Id 3

Build a RAGbased copilot solution with your own data using Azure AI Studio

Responsible generative AI in AI Studio Lesson Id 4

Responsible generative AI in AI Studio

Lesson Id	Title	Description
1	Introduction to Azure AI Studio	Describe core features and capabilities of Azure AI Studio<br />Use Azure AI Studio to provision and manage an Azure AI resource<br />Use Azure AI Studio to create and manage an AI project<br />Understand when to use Azure AI Studio<br />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<br />Understand what a flow is in prompt flow<br /> Explore the core components when working with prompt flow<br />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<br />Index your data with Azure AI Search to make it searchable for language models<br />Build a copilot using RAG on your own data in the Azure AI Studio<br />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<br />Identify and prioritize potential harms relevant to a generative AI solution<br />Measure the presence of harms in a generative AI solution<br />Mitigate harms in a generative AI solution<br />Prepare to deploy and operate a generative AI solution responsibly<br />Lab Explore content filters in Azure AI Studio

AI-3016 Develop copilots with Azure AI Studio

Description

Course Overview

Course Objective

Who Should Attend