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Home > Computing and Information Technology > Computer programming / software engineering > Programming and scripting languages: general > 20 MODELOS DE PIPELINES Python & SQL: Aplicações Técnicas em ETL, Automação e Análise de Dados(6 Data Extreme Brasil)
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20 MODELOS DE PIPELINES Python & SQL: Aplicações Técnicas em ETL, Automação e Análise de Dados(6 Data Extreme Brasil)

20 MODELOS DE PIPELINES Python & SQL: Aplicações Técnicas em ETL, Automação e Análise de Dados(6 Data Extreme Brasil)

          
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20 MODELOS DE PIPELINES Python & SQL: Aplicações Técnicas em ETL, Automação e Análise de Dados

Com linguagem acessível e voltada à prática, este livro apresenta vinte modelos de pipelines para engenharia de dados, prontos para customização e aplicação em projetos profissionais. Os exemplos abrangem ingestão, transformação, integração, automação, orquestração, monitoramento e entrega operacional, sempre utilizando Python, SQL e frameworks consolidados do mercado. Cada modelo serve como ponto de partida para adaptações conforme as necessidades de ambientes cloud, locais ou híbridos, garantindo flexibilidade e aderência a diferentes cenários técnicos.

O conteúdo inclui integração com bancos relacionais e NoSQL, rotinas de ETL/ELT, persistência em Data Lake e Data Warehouse, workflows com Airflow e Prefect, ingestão em lote e streaming, mensageria com Kafka e RabbitMQ, automação de deploys, monitoramento com Prometheus e Grafana, exportação para Power BI, além de práticas de validação, compliance e rastreabilidade.

Você irái:
- Implementar (customizando) pipelines com Python, SQL, Pandas, Airflow, dbt, Luigi, Prefect
- Integrar bancos PostgreSQL, MySQL, SQL Server, Oracle, MongoDB, BigQuery, Redshift, Snowflake
- Automatizar ingestão, transformação, validação, exportação, monitoramento e deploy
- Operar ETL/ELT, streaming, integração de APIs, web scraping, mensageria com Kafka, RabbitMQ
- Monitorar e entregar resultados via dashboards, Power BI, FTP e automação de relatórios
- Aplicar rotinas de segurança, versionamento, compliance, mascaramento e rastreabilidade de dados

Ao final, você contará com modelos que facilitam a estruturação, adaptação e execução de pipelines de dados, utilizando as principais ferramentas e práticas do mercado.

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Product Details
  • ISBN-13: 9798280464216
  • Publisher: Independently Published
  • Publisher Imprint: Independently Published
  • Height: 229 mm
  • No of Pages: 206
  • Series Title: 6 Data Extreme Brasil
  • Sub Title: Aplicações Técnicas em ETL, Automação e Análise de Dados
  • Width: 152 mm
  • ISBN-10: 8280464212
  • Publisher Date: 18 Apr 2025
  • Binding: Paperback
  • Language: Portuguese
  • Returnable: N
  • Spine Width: 11 mm
  • Weight: 285 gr

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