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The Pandas Workshop : a Comprehensive Guide to Using Python for Data Analysis with Real-World Case Studies
Learn the fundamentals of data science with Python by analyzing real datasets and solving problems using pandas Key Features Learn how to apply data retrieval, transformation, visualization, and modeling techniques using pandas Become highly efficient in unlocking deeper insights from your data, inc...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Otros Autores: | , , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Birmingham :
Packt Publishing, Limited,
2022.
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| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
Tabla de Contenidos:
- Table of Contents An Introduction to pandas Working with Data Structures Data I/O pandas Data Types Data Selection – DataFrames Data Selection – Series Data Exploration and Transformation Data Visualization Data Modeling – Preprocessing Data Modeling – Modeling Basics Data Modeling – Regression Modeling Using Time in pandas Exploring Time Series Applying pandas Data Processing for Case Studies.