Aprenda Pandas: Domine Manipulação, Integração e Automação de Dados em Projetos Corporativos
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APRENDA PANDAS Domine Manipula��o, Integra��o e Automa��o de Dados em Projetos Corporativos
Este livro � indicado para estudantes e profissionais que buscam dominar manipula��o, integra��o e automa��o de dados com Pandas e Python em ambientes produtivos, cobrindo desde a configura��o do ambiente at� a entrega de pipelines confi�veis e escal�veis. Aborda leitura e escrita eficiente (CSV, Parquet, Excel, SQL, APIs), transforma��o avan�ada de dados, valida��o, profiling, otimiza��o de performance, versionamento, automa��o e integra��o com frameworks essenciais de engenharia de dados, cloud e machine learning, sempre com foco em governan�a e conformidade.
Inclui:
- Configura��o de ambientes Python, pandas, pyarrow, venv
- Ingest�o e exporta��o: CSV, Parquet, Excel, SQLAlchemy, APIs, integra��o cloud - Transforma��es avan�adas: merge, groupby, pivot, rolling, reshape, categ�ricos otimizados
- Otimiza��o: vectoriza��o, chunking, Dask, Modin, numexpr, memory profiling
- Valida��o e auditoria: Pandera, Great Expectations, testes automatizados, DVC
-Integra��o com pipelines: Airflow, Prefect, automa��o, monitoramento, versionamento
- Boas pr�ticas de governan�a, compliance e opera��es escal�veis
Amplie sua atua��o entregando solu��es profissionais e robustas de automa��o, integra��o e orquestra��o de dados, potencializando a efici�ncia, a seguran�a e o valor dos projetos em ambientes corporativos, cloud e integra��es com machine learning.
pandas, python, engenharia de dados, data pipeline, pyarrow, parquet, dask, modin, sqlalchemy, airflow, prefect, great-expectations, dvc, etl, automa��o, cloud, an�lise de dados, compliance, performance
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