April 2025
Intermediate to advanced
362 pages
11h 24m
Portuguese (Portugal, Brazil)
book
Arquitetar plataformas de dados e de aprendizagem automática
by Marco Tranquillin, Valliappa Lakshmanan, Firat Tekiner
Content preview from Arquitetar plataformas de dados e de aprendizagem automática
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Capítulo 12. Modernização da plataforma de dados: Um caso modelo
Este trabalho foi traduzido com recurso a IA. Agradecemos o teu feedback e comentários: translation-feedback@oreilly.com
Nos capítulos anteriores, explorámos formas de aproveitar a Cloud para criar uma plataforma de dados moderna que pode tratar dados em escala, ajudar a sua organização a eliminar silos, permitir que mais funcionários acedam aos dados, facilitar a obtenção de insights a partir dos dados e acelerar a adoção de IA/ML. Em conjunto, estas capacidades facilitam a extração de valor dos dados. Neste capítulo final, aplicaremos os princípios a um caso modelo para explicar o que significa transformar uma plataforma de dados antiquada em algo moderno e nativo da Cloud. Tem em atenção que o caso do modelo é puramente fictício para ajudar a fundamentar a discussão.
Nova tecnologia para uma nova era
A YouNetwork é uma importante empresa de radiodifusão de vídeo que serve mais de 15 milhões de clientes em toda a Europa. Ao longo dos mais de 30 anos de atividade, a YouNetwork passou por vários ciclos de transformação tecnológica, desde a adoção pioneira da radiodifusão por satélite no início da década de 1990 até à recente implementação do protocolo de televisão IPTV (Internet Protocol television). A adoção da IPTV permitiu à YouNetwork lançar um serviço que oferece programas em tempo real e vídeo a pedido (VOD), tirando partido de descodificadores (STB) personalizados ligados à Internet.
Ao longo deste tempo, ...
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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.