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Python Polars : the definitive guide : a blazingly fast, multi-threaded, elegant API for data loading, manipulation, and processing / Jeroen Janssens and Thijs Nieuwdorp ; foreword by Ritchie Vink.
- Format:
- Book
- Author/Creator:
- Janssens, Jeroen, (Data scientist), author.
- Nieuwdorp, Thijs, author.
- Language:
- English
- Subjects (All):
- Big data.
- Data mining.
- Python (Computer program language).
- Physical Description:
- 1 online resource (400 pages) : illustrations
- Edition:
- First edition.
- Place of Publication:
- Sebastopol, CA : O'Reilly Media, Inc., 2024.
- Summary:
- Want to speed up your data analysis and work with larger-than-memory datasets? Python Polars offers a blazingly fast, multithreaded, and elegant API for data loading, manipulation, and processing. With this hands-on guide, you'll walk through every aspect of Polars and learn how to tackle practical use cases using real-world datasets. Jeroen Janssens and Thijs Nieuwdorp from Xomnia in Amsterdam show you how this superfast DataFrame library is perfect for efficient data wrangling, ETL pipelines, and so much more. This book helps you quickly learn the syntax and understand Polars' underlying concepts. You don't need to have experience with pandas or Spark, but if you do, this book will help you make a smooth transition.
- Notes:
- OCLC-licensed vendor bibliographic record.
- ISBN:
- 9781098156077
- 1098156072
- OCLC:
- 1420052757
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