March 2025
Intermediate to advanced
286 pages
8h 51m
Portuguese (Portugal, Brazil)
Content preview from Arquitetura prática da Lakehouse
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Capítulo 1. Introdução à arquitetura das casas do lago
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Todos os profissionais de dados, independentemente do seu perfil profissional, realizam duas atividades comuns e fundamentais: fazer perguntas e encontrar respostas! Qualquer pessoa que trabalhe com dados, quer seja um engenheiro de dados, um arquiteto de dados, um analista de dados, um cientista de dados ou mesmo um líder de dados, como um diretor de informação (CIO) ou um diretor de dados (CDO), deve ser curioso e fazer perguntas.
Encontrar respostas para perguntas complexas é difícil. Mas a tarefa mais difícil é fazer as perguntas certas. A "arte do possível" só pode ser explorada através de: (1) fazendo as perguntas certas e (2) descobrindo as respostas através do aproveitamento dos dados. Por mais simples que isto possa parecer, uma organização precisa de uma plataforma de dados completa para permitir que os utilizadores executem estas tarefas. Esta plataforma deve suportar a ingestão e o armazenamento de dados, fornecer ferramentas para que os utilizadores façam e descubram novas perguntas, realizem análises avançadas, prevejam resultados e gerem conhecimentos. A plataforma de dados é a infraestrutura que permite aos utilizadores tirar partido dos dados para obter benefícios comerciais.
Para implementar essas plataformas de dados, é necessária uma arquitetura de dados robusta, que o ajude a definir ...
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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.