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Python Polars: The - Paperback, by Janssens Jeroen; Nieuwdorp - Very Good
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eBay-Artikelnr.:406425131012
Artikelmerkmale
- Artikelzustand
- Book Title
- Python Polars: The Definitive Guide: Transforming, Analyzing, and
- ISBN
- 9781098156084
Über dieses Produkt
Product Identifiers
Publisher
O'reilly Media, Incorporated
ISBN-10
1098156080
ISBN-13
9781098156084
eBay Product ID (ePID)
7070941723
Product Key Features
Number of Pages
501 Pages
Language
English
Publication Name
Python Polars: the Definitive Guide : Transforming, Analyzing, and Visualizing Data with a Fast and Expressive DataFrame API
Subject
Software Development & Engineering / Tools, Data Processing, Programming Languages / Python
Publication Year
2025
Type
Textbook
Subject Area
Computers
Format
Trade Paperback
Dimensions
Item Height
1.1 in
Item Weight
30.2 Oz
Item Length
9.2 in
Item Width
7.3 in
Additional Product Features
Synopsis
Unlock the power of Polars, a Python package for transforming, analyzing, and visualizing data. In this hands-on guide, Jeroen Janssens and Thijs Nieuwdorp walk you through every feature of Polars, showing you how to use it for real-world tasks like data wrangling, exploratory data analysis, building pipelines, and more. Whether you're a seasoned data professional or new to data science, you'll quickly master Polars' expressive API and its underlying concepts. You don't need to have experience with pandas, but if you do, this book will help you make a seamless transition. The many practical examples and real-world datasets are available on GitHub, so you can easily follow along. Process data from CSV, Parquet, spreadsheets, databases, and the cloud Get a solid understanding of Expressions, the building blocks of every query Handle complex data types, including text, time, and nested structures Use both eager and lazy APIs, and know when to use each Visualize your data with Altair, hvPlot, plotnine, and Great Tables Extend Polars with your own Python functions and Rust plugins Leverage GPU acceleration to boost performance even further
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