April 2026
Intermediate
322 pages
10h 31m
Portuguese (Portugal, Brazil)
book
IA generativa no Microsoft Azure (Portuguese Edition)
by Adrián González Sánchez, Jaime De Mora, Jorge García Ximénez
Content preview from IA generativa no Microsoft Azure (Portuguese Edition)
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Capítulo 2. Do protótipo à produção: IA no Azure
Este trabalho foi traduzido com recurso a IA. Agradecemos o teu feedback e comentários: translation-feedback@oreilly.com
Por um tempo, o tamanho e o desempenho dos modelos de IA foram vistos como os principais obstáculos para implantar soluções de IA de última geração em escala. No entanto, nos últimos dois anos, ficou claro que o verdadeiro desafio está em outro lugar: na montagem da infraestrutura necessária para passar da fase de experimentação para a produção. Orquestração, segurança, pipelines de dados, integração de modelos, avaliação e observabilidade são as áreas em que a maioria das organizações enfrenta dificuldades. Embora a Microsoft tenha investido pesadamente na construção de uma pilha de IA abrangente e completa para resolver essas lacunas, este capítulo também explorará o ecossistema mais amplo de ferramentas e frameworks que complementam os recursos do Azure.
Nosso objetivo é oferecer a você uma compreensão prática e aprofundada de como construir aplicativos avançados de GenAI, combinando os pontos fortes nativos do Azure com a flexibilidade do GitHub Copilot, do Azure Databricks, do Microsoft Agent Framework e de outras ferramentas que oferecem suporte à orquestração e operacionalização multiagente.
Visão geral do ecossistema avançado de IA no Azure
O Azure oferece um ecossistema abrangente para a criação de soluções de GenAI, que vai desde serviços de IA totalmente gerenciados até infraestrutura flexível para ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.