AI-102T00 | Develop AI solutions in Azure
 
AI-102: Develop AI solutions in Azure is intended for software developers wanting to build AI infused applications that leverage Azure AI Foundry and other Azure AI services. Topics in this course include developing generative AI apps, building AI agents, and solutions that implement computer vision and information extraction. The course will use C# or Python as the programming language.
 
Course objectives
After completing this course, students will be able to: 
Develop generative AI apps in Azure
Develop AI Agents in Azure
Develop natural language solutions in Azure
Develop computer vision solutions in Azure
Develop AI information extraction solutions in Azure
 
Audience profile
Microsoft Azure AI engineers build, manage, and deploy AI solutions that make the most of services. Their responsibilities include participating in all phases of AI solutions development—from requirements definition and design to development, deployment, integration, maintenance, performance tuning, and monitoring.  These professionals work with solution architects to translate their vision and with data scientists, data engineers, IoT specialists, infrastructure administrators, and other software developers to build complete end-to-end AI solutions.
 
Prerequisites
Before attending this course, students must have: 
Knowledge of Microsoft Azure and ability to navigate the Azure portal.
Knowledge of programming (preferably Python).
Familiarity with JSON and REST programming semantics.
 
Course Outline
Module 1: Develop generative AI apps in Azure
Plan and prepare to develop AI solutions on Azure
Choose and deploy models from the model catalog
Develop an AI app with the Microsoft Foundry SDK
Develop a RAG-based solution with your own data using Microsoft Foundry
Fine-tune a language model with Microsoft Foundry
Implement a responsible generative AI solution in Microsoft Foundry
Evaluate generative AI performance in Microsoft Foundry portal
Module 2: Develop AI Agents on Azure
Get Started with AI Agent development on Azure
Develop an AI agent with Foundry Agent Service
Integrate custom tools into your agent
Develop a multi-agent solution with Foundry Agent Service
Integrate MCP Tools with Foundry Agents
Develop AI agents with the Microsoft Agent Framework
Module 3: Develop natural language solutions in Azure
Analyze text
Conversational understanding and question answering 
Custom classification and named entity extraction
Speech recognition and synthesis
Translation
Audio enabled generative AI app
Module 4: Develop Computer Vision solutions in Azure
Analyze images
Read text in images
Detect, analyze, and recognize faces
Classify images and detect objects
Develop a vision-enabled generative AI application
Generate images with AI
Module 5: Develop AI information extraction solutions in Azure
Create a multimodal analysis solutions with Azure Content Understanding
Create an Azure Content Understanding client application
Extract form data with Azure Document Intelligence prebuilt models
Extract form data with Azure Document Intelligence custom models
Create a Knowledge mining solution with Azure AI Search
 
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Debido a las constantes actualizaciones de los contenidos de los cursos por parte del fabricante, el contenido de este temario puede variar con respecto al publicado en el sitio oficial, sin embargo, Netec siempre entregará la versión actualizada de éste