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Develop custom copilots with Azure AI Studio (AI-3016)

( Duration: 2 Days )

This Develop custom copilots with Azure AI Studio (AI-3016) training course provides skills to build generative AI applications that use language models with prompt flow.

Attendees of Develop custom copilots with Azure AI Studio (AI-3016) workshop should have:

  • Familiarity with fundamental AI concepts and services in Azure.

COURSE AGENDA

1

Plan and prepare to develop AI solutions on Azure

  • Introduction
  • What is AI?
  • Azure AI services
  • Azure AI Foundry
  • Developer tools and SDKs
  • Responsible AI
2

Explore and deploy models from the model catalog in Azure AI Foundry portal

  • Explore the language models in the model catalog
  • Deploy a model to an endpoint
  • Improve the performance of a language model
3

Develop an AI app with the Azure AI Foundry SDK

  • What is the Azure AI Foundry SDK?
  • Work with project connections
  • Create a chat client
4

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

  • 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
5

Build a RAG-based agent with your own data using Azure AI Foundry

  • Understand how to ground your language model
  • Make your data searchable
  • Build an agent with prompt flow
6

Fine-tune a language model with Azure AI Foundry

  • 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
7

Evaluate the performance of generative AI apps with Azure AI Foundry

  • Assess the model performance
  • Manually evaluate the performance of a model
  • Assess the performance of your generative AI apps
8

Responsible generative AI

  • Plan a responsible generative AI solution
  • Identify potential harms
  • Measure potential harms
  • Mitigate potential harms
  • Operate a responsible generative AI solution

Encarta Labs Advantage

  • One Stop Corporate Training Solution Providers for over 6,000 various courses on a variety of subjects
  • All courses are delivered by Industry Veterans
  • Get jumpstarted from newbie to production ready in a matter of few days
  • Trained more than 50,000 Corporate executives across the Globe
  • All our trainings are conducted in workshop mode with more focus on hands-on sessions

View our other course offerings by visiting https://www.encartalabs.com/course-catalogue-all.php

Contact us for delivering this course as a public/open-house workshop/online training for a group of 10+ candidates.

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