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Manipulação de Dados Com Pandas: Domine Estruturas, Limpeza e Análise de Dados em Python Edição 2024 by Smart Tech Content, Studiod21

Manipulação de Dados Com Pandas: Domine Estruturas, Limpeza e Análise de Dados em Python Edição 2024

by Studiod21 Smart Tech Content , Diego Rodrigues
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Book cover type: Paperback
  • ISBN13: 9798263180447
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Independently Published
  • Publisher Imprint: Independently Published
  • Publication Date:
  • Pages: 240
  • Original Price: GBP 11.03
  • Language: Portuguese
  • Edition: N/A
  • Item Weight: 327 grams
  • BISAC Subject(s): Database Administration & Management

MANIPULA��O DADOS COM PANDAS Domine Estruturas, Limpeza e An�lise de Dados em Python

Este livro � indicado para estudantes e desenvolvedores profissionais que buscam dominar a manipula��o e an�lise de dados com Pandas em projetos Python modernos. Aprenda a transformar, limpar, integrar e analisar grandes volumes de dados com efici�ncia, aplicando t�cnicas essenciais em ci�ncia de dados, automa��o, engenharia de dados e integra��es corporativas.

O conte�do cobre desde opera��es b�sicas e avan�adas com Pandas at� integra��o nativa com ferramentas globais como NumPy, SQL, Excel, Jupyter, Matplotlib, Seaborn, PyArrow, Dask, Spark, Databricks e ambientes em nuvem AWS, Google Cloud e Azure.

Voc� aprender�

- Importar, exportar e preparar dados em m�ltiplos formatos (CSV, Excel, SQL, Parquet)

- Limpar, transformar e normalizar datasets em fluxos otimizados

- Realizar an�lise estat�stica, visualiza��o e agrega��o de dados

- Automatizar tarefas e pipelines com Pandas, Dask e PyArrow

- Integrar Pandas com frameworks de machine learning (Scikit-learn, TensorFlow, PyTorch)

- Criar dashboards din�micos em Jupyter, Matplotlib e Seaborn

- Otimizar performance de projetos de engenharia e ci�ncia de dados

- Aplicar pr�ticas profissionais em ambientes cloud e big data

Ao final, voc� dominar� ferramentas, t�cnicas e frameworks para construir projetos de an�lise de dados mais �geis, eficientes e robustos utilizando Pandas, consolidando sua atua��o profissional em data science e engenharia de dados.


pandas, python, an�lise de dados, data science, engenharia de dados, numpy, sql, excel, jupyter, matplotlib, seaborn, pyarrow, dask, spark, databricks, aws, google cloud, azure, machine learning, automa��o, big data

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