Remote Course for AI-3016 Develop generative AI apps in Azure AI Foundry portal

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Description
Content
Target Audience
Certificates

AI-3016 introduces learners to building generative AI applications using the Azure AI Foundry portal—a streamlined platform for developing, deploying, and evaluating language model-based solutions. Participants will explore how to use prompt flow to create intelligent apps that respond to user input, generate content, and interact with custom datasets. The course covers practical techniques for deploying models from the Azure catalog, fine-tuning them for specific use cases, and integrating Retrieval Augmented Generation (RAG) to enhance performance with proprietary data.

Learners will also gain experience in evaluating model outputs, optimizing prompt design, and applying responsible AI principles to ensure ethical and secure deployment. By the end of the course, participants will be able to build and manage generative AI agents within Azure AI Foundry and earn a Microsoft credential that validates their applied skills in developing modern AI-powered applications.

Contents:

Introduction to Azure AI Foundry to understand the platform and its capabilities.
Explore and deploy models from the model catalog in Azure AI Foundry portal to use prebuilt AI models.
Get started with prompt flow to develop language model apps in the Azure AI Foundry for building LLM-based applications.
Build a RAG-based agent with your own data using Azure AI Foundry to enhance responses with external knowledge.
Fine-tune a language model with Azure AI Foundry to customize model behavior for specific tasks.
Evaluate the performance of generative AI apps with Azure AI Foundry to measure and improve app effectiveness.
Responsible generative AI to apply ethical principles and best practices in AI development.

This course is intended for individuals looking to build generative AI applications using Azure AI Foundry. Learners should be familiar with fundamental AI concepts and Azure services. It’s suitable for those aiming to create language model-based solutions, integrate Retrieval Augmented Generation (RAG), and apply responsible AI practices within a streamlined development environment.

Develop generative AI apps in Azure AI Foundry portal, issued by Microsoft upon successful completion of the applied skills assessment.

Description

Content

Contents:

Introduction to Azure AI Foundry to understand the platform and its capabilities.
Explore and deploy models from the model catalog in Azure AI Foundry portal to use prebuilt AI models.
Get started with prompt flow to develop language model apps in the Azure AI Foundry for building LLM-based applications.
Build a RAG-based agent with your own data using Azure AI Foundry to enhance responses with external knowledge.
Fine-tune a language model with Azure AI Foundry to customize model behavior for specific tasks.
Evaluate the performance of generative AI apps with Azure AI Foundry to measure and improve app effectiveness.
Responsible generative AI to apply ethical principles and best practices in AI development.

Target Audience

Certificates

Develop generative AI apps in Azure AI Foundry portal, issued by Microsoft upon successful completion of the applied skills assessment.

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