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Aprenda Pydantic V2: Domine Modelagem e Validação de Dados com Alta Performance by Smart Tech Content, Studiod21

Aprenda Pydantic V2: Domine Modelagem e Validação de Dados com Alta Performance

by Studiod21 Smart Tech Content , Diego Rodrigues
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Book cover type: Paperback
  • ISBN13: 9798293910915
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Independently Published
  • Publisher Imprint: Independently Published
  • Publication Date:
  • Pages: 274
  • Original Price: GBP 11.73
  • Language: Portuguese
  • Edition: N/A
  • Item Weight: 372 grams
  • BISAC Subject(s): Data Science / Data Warehousing

APRENDA PYDANTIC Domine Modelagem e Valida��o de Dados com Alta Performance

Este livro � indicado para estudantes e profissionais de dados, engenharia de software, machine learning e cloud que desejam dominar valida��o avan�ada, automa��o de schemas e integra��es robustas com Pydantic V2. Aprenda a aplicar modelos com alta performance em ambientes Python, integrando FastAPI, SQLAlchemy, Pandas, Dataclasses, Typer, Poetry, Alembic, Celery, Airflow, Kafka, MongoDB, PostgreSQL, AWS Lambda e Google Cloud Functions. O conte�do cobre valida��o ass�ncrona, tipagem din�mica, parsing eficiente, testes automatizados, serializa��o JSON, documenta��o OpenAPI, deploy via Docker, Kubernetes e integra��o total com pipelines CI/CD, DataOps e MLOps.

Inclui:

- Estrutura��o de schemas din�micos e automa��o com Pydantic V2

- Integra��o com FastAPI, Typer, SQLAlchemy, Pandas, Dataclasses

- Consumo e valida��o de dados em APIs REST, Kafka e microservi�os

- Orquestra��o com Airflow, Celery e deploy escal�vel via Docker/Kubernetes

- Modelagem de dados complexos para machine learning e analytics

- Testes, documenta��o OpenAPI, serializa��o e valida��o avan�ada

- Compatibilidade com PostgreSQL, MongoDB, AWS, Google Cloud

Domine Pydantic V2 para construir aplica��es resilientes, escal�veis e seguras, otimizando integra��es, automa��o de dados e performance em ambientes modernos.

pydantic, fastapi, sqlalchemy, pandas, airflow, kafka, celery, docker, kubernetes, valida��o de dados, automa��o, integra��o de apis, cloud, mlops, dataops

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