{"product_id":"aprenda-pydantic-v2-domine-modelagem-e-validacao-de-dados-com-alta-performance-9798293910915","title":"Aprenda Pydantic V2: Domine Modelagem e Validação de Dados com Alta Performance","description":"\u003cp\u003e • Author(s): Studiod21 Smart Tech Content | Diego Rodrigues\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Data Science - Data Warehousing\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eAPRENDA PYDANTIC \u003ci\u003eDomine Modelagem e Valida��o de Dados com Alta Performance\u003c\/i\u003e\u003c\/p\u003e\u003cp\u003eEste 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.\u003c\/p\u003e\u003cp\u003eInclui: \u003c\/p\u003e\u003cp\u003e- Estrutura��o de schemas din�micos e automa��o com Pydantic V2\u003c\/p\u003e\u003cp\u003e- Integra��o com FastAPI, Typer, SQLAlchemy, Pandas, Dataclasses\u003c\/p\u003e\u003cp\u003e- Consumo e valida��o de dados em APIs REST, Kafka e microservi�os\u003c\/p\u003e\u003cp\u003e- Orquestra��o com Airflow, Celery e deploy escal�vel via Docker\/Kubernetes\u003c\/p\u003e\u003cp\u003e- Modelagem de dados complexos para machine learning e analytics\u003c\/p\u003e\u003cp\u003e- Testes, documenta��o OpenAPI, serializa��o e valida��o avan�ada\u003c\/p\u003e\u003cp\u003e- Compatibilidade com PostgreSQL, MongoDB, AWS, Google Cloud\u003c\/p\u003e\u003cp\u003eDomine Pydantic V2 para construir aplica��es resilientes, escal�veis e seguras, otimizando integra��es, automa��o de dados e performance em ambientes modernos.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003epydantic, fastapi, sqlalchemy, pandas, airflow, kafka, celery, docker, kubernetes, valida��o de dados, automa��o, integra��o de apis, cloud, mlops, dataops\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46334347673751,"sku":"9798293910915","price":1352.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798293910915.webp?v=1768671960","url":"https:\/\/atlanticbooks.com\/products\/aprenda-pydantic-v2-domine-modelagem-e-validacao-de-dados-com-alta-performance-9798293910915","provider":"Atlantic Books","version":"1.0","type":"link"}