AI-3016: Develop generative AI apps in Azure

Course code: NP1338

This intermediate-level learning path teaches AI engineers and data scientists how to build generative AI applications using Azure AI Foundry. You’ll learn to plan AI projects, choose and fine-tune models, develop apps using the Foundry SDK, implement Retrieval Augmented Generation (RAG), and evaluate performance—all while applying responsible AI principles.

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Course dates

Starting date: Upon request

Guaranteed

Type: Self-paced

Course duration: 8 hours

Language: en

Price without VAT: 285 EUR

Register

Starting date: Upon request

Guaranteed

Type: Self-paced

Course duration: 8 hours

Language: en

Price without VAT: 75 EUR

Register

Starting
date
Place
Type Course
duration
Language Price without VAT
G Upon request Self-paced 8 hours en 285 EUR Register
G Upon request Self-paced 8 hours en 75 EUR Register
G Guaranteed course

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Course description

Prepare for AI Development

Plan and set up generative AI workflows.

Deploy and Fine-Tune Models

Use Azure AI Foundry for model customization.

Build with SDK and Prompts

Create apps using SDK and prompt flow tools.

Optimize and Scale AI

Implement RAG and improve performance across workflows.

Course structure

Lesson 1: Develop generative AI apps in Azure

Module 1: Plan and prepare to develop AI solutions on Azure

Module 2: Choose and deploy models from the model catalog in Azure AI Foundry portal

Module 3: Develop an AI app with the Azure AI Foundry SDK

Module 4: Get started with prompt flow to develop language model apps in the Azure AI Foundry

Module 5: Develop a RAG-based solution with your own data using Azure AI Foundry

Module 6: Fine-tune a language model with Azure AI Foundry

Module 7: Implement a responsible generative AI solution in Azure AI Foundry

Module 8: Evaluate generative AI performance in Azure AI Foundry portal

Prerequisites

  • Familiarity with fundamental AI concepts and Azure services
  • Programming experience (e.g., Python, C#)
  • Understanding of model deployment and API integration
  • Access to Azure AI Foundry portal

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