Pandas Cookbook Practical recipes for scientific computing, time series, and exploratory data analysis using Python
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Sprache:Englisch
Fr. 44.00
inkl. gesetzl. MwSt.Beschreibung
Produktdetails
Format
ePUB 3
Kopierschutz
Nein
Family Sharing
Ja
Text-to-Speech
Ja
Erscheinungsdatum
31.10.2024
Verlag
Packt PublishingSeitenzahl
404 (Printausgabe)
Dateigröße
7420 KB
Sprache
Englisch
EAN
9781836205869
From fundamental techniques to advanced strategies for handling big data, visualization, and more, this book equips you with skills to excel in real-world data analysis projects. Free with your book: DRM-free PDF version + access to Packt's next-gen Reader*
Key Features- This book targets features in pandas 2.x and beyond
- Practical, easy to implement recipes for quick solutions to common problems in data using pandas
- Master the fundamentals of pandas to quickly begin exploring any dataset
- The pandas type system and how to best navigate it
- Import/export DataFrames to/from common data formats
- Data exploration in pandas through dozens of practice problems
- Grouping, aggregation, transformation, reshaping, and filtering data
- Merge data from different sources through pandas SQL-like operations
- Leverage the robust pandas time series functionality in advanced analyses
- Scale pandas operations to get the most out of your system
- The large ecosystem that pandas can coordinate with and supplement
This book is for Python developers, data scientists, engineers, and analysts. pandas is the ideal tool for manipulating structured data with Python and this book provides ample instruction and examples. Not only does it cover the basics required to be proficient, but it goes into the details of idiomatic pandas
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