Python for Data Analysis, 2e: Data Wrangling with Pandas, NumPy, and IPython
Mckinney, Wes
ISBN 10: 1491957662 ISBN 13: 9781491957660
Editorial: O′Reilly, 2017
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Descripción
Descripción:
Most items will be dispatched the same or the next working day. An apparently unread copy in perfect condition. Dust cover is intact with no nicks or tears. Spine has no signs of creasing. Pages are clean and not marred by notes or folds of any kind. N° de ref. del artículo wbs9005035468
Sinopsis:
Get complete instructions for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.6, the second edition of this hands-on guide is packed with practical case studies that show you how to solve a broad set of data analysis problems effectively. You'll learn the latest versions of pandas, NumPy, IPython, and Jupyter in the process.
Written by Wes McKinney, the creator of the Python pandas project, this book is a practical, modern introduction to data science tools in Python. It's ideal for analysts new to Python and for Python programmers new to data science and scientific computing. Data files and related material are available on GitHub.
- Use the IPython shell and Jupyter notebook for exploratory computing
- Learn basic and advanced features in NumPy (Numerical Python)
- Get started with data analysis tools in the pandas library
- Use flexible tools to load, clean, transform, merge, and reshape data
- Create informative visualizations with matplotlib
- Apply the pandas groupby facility to slice, dice, and summarize datasets
- Analyze and manipulate regular and irregular time series data
- Learn how to solve real-world data analysis problems with thorough, detailed examples
Acerca del autor: Wes McKinney is the main author of pandas, the popular open sourcePython library for data analysis. Wes is an active speaker andparticipant in the Python and open source communities. He worked as a quantitative analyst at AQR Capital Management and Python consultant before founding DataPad, a data analytics company, in 2013. He graduated from MIT with an S.B. in Mathematics.
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Detalles bibliográficos
Título: Python for Data Analysis, 2e: Data Wrangling...
Editorial: Oâ ²Reilly
Año de publicación: 2017
Encuadernación: Encuadernación de tapa blanda
Condición: Like New
Edición: 2ª Edición
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Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython
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