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
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Índice
A
- controlos de acesso
- autenticação, unificação do acesso aos dados, artefactos, tendências tecnológicas e ferramentas
- autorização, Tendências e ferramentas tecnológicas
- e a democratização dos dados, Cria confiança nos dados
- desafio da Cloud híbridapara, Desafios da Cloud híbrida
- gerir o acesso, Quadro
- Notebooks ML, Ambiente do utilizador
- risco de acesso não autorizado, Quadro
- unificar para Cloud, Unificar o acesso aos dados
- Gestão de transacções ACID, Abertura, A evolução do Data Lake com o Apache Iceberg, o Apache Hudi e o Delta Lake, Os benefícios da convergência
- ativa a fase do ciclo de vida dos dados, Ativar
- ativação do algoritmo ML, ML sem mover os teus dados
- adaptar-se para incluir capacidades de IA, Como funciona a adaptação
- Processo ADM (Architecture Development Model), Estrutura
- agregação, fluxo, Batch to Stream, Quadro tecnológico, Arquitetura Hub-and-Spoke, Streaming Ingest-StreamingETL
- IA(ver inteligência artificial)
- Airflow, pipelines de dados, Airflow
- alertar, Ativar
- Amazon Elastic MapReduce (EMR), Amazon Web Services
- Amazon Web Services (AWS), serviços de data lake, Amazon Web Services-AmazonWeb Services
- análises
- em todo o ciclo de vida dos dados, princípios fundamentais
- desafio de controlo centralizado para, Antipadrão: Centralização do Controlo
- mudar streaming, Integração de dados através de streaming
- e democratização dos dados, Objectivos Estratégicos
- incorporado, Tendências e ferramentas tecnológicas, Análise incorporada
- preditiva, análise preditiva
- em tempo real, The Vision
- sem servidor ...
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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.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
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.