September 2025
Intermediate to advanced
384 pages
12h 6m
Portuguese (Portugal, Brazil)
Content preview from Governança de dados com o Unity Catalog no Databricks
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Capítulo 6. Governando a IA
Este trabalho foi traduzido com recurso a IA. Agradecemos o teu feedback e comentários: translation-feedback@oreilly.com
A tecnologia é moralmente neutra até que a apliquemos.
William Gibson
A tecnologia de IA se tornou o adjetivo mais popular entre organizações e produtos. Grande parte disso é puro hype, certamente, mas é verdade que mais empresas estão de fato tentando aproveitar seus dados e criar algo útil usando os últimos avanços da IA. Assim como a transformação digital, a transformação da IA é real e está acontecendo.
O maior desafio, no entanto, é criar um sistema baseado em IA que seja totalmente governado e seguro. Você pode ter experimentado isso em primeira mão: Os projetos de IA, mesmo os simples e clássicos baseados em ML, podem ser difíceis de produzir. Isso geralmente ocorre porque as origens típicas de tais projetos remontam aos laptops dos cientistas de dados ou engenheiros de ML/IA, que normalmente se concentram mais nos aspectos matemáticos e estatísticos do projeto e menos em como implantá-los. Na maioria dos projetos de IA, a segurança costuma ser uma reflexão tardia, e os aspectos de governança são inexistentes. Além disso, com os avanços nas ofertas de IA generativa (GenAI), principalmente os modelos GPT da OpenAI, surgiram novos desafios de segurança e governança.
Alguns desses desafios parecem cômicos. Em 18 de janeiro de 2024, um usuário do X (antigo Twitter) publicou sua conversa com um chatbot de atendimento ao cliente ...
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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.
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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.