Develop custom copilots with Azure AI Studio

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Training AI-3016

Develop custom copilots with Azure AI Studio

Rozwiązania IT Microsoft

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Price of training from PLN 1,080 ^net

Lowest price in the last 30 days: PLN 1,080 ^net

Language: polish

*the price depends, among others on the form of training and the date

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No additional books or exams are specified for this training.

Czas trwania 5h dydaktycznych

Opis szkolenia

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.

Prerequisites

Before starting this module, you should be familiar with fundamental AI concepts and services in Azure. Consider completing the Get started with artificial intelligence learning path first.

Zakres

Introduction to Azure AI Studio
- Introduction
- What is Azure AI Studio?
- How does Azure AI Studio work
- When to use Azure AI Studio
- Exercise – Explore 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
- Exercise – Explore, deploy, and chat with language models
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
- Exercise – Get started with prompt flow
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
- Exercise – Create a custom copilot that uses your own data
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
- Exercise – Fine-tune a foundation model
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
- Exercise – Evaluate the performance of your custom copilot
Responsible generative AI
- Plan a responsible generative AI solution
- Identify potential harms
- Measure potential harms
- Mitigate potential harms
- Operate a responsible generative AI solution
- Exercise – Explore content filters in Azure AI Studio
- Knowledge check
- Summary

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