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Python Polars: The Definitive Guide: Transforming, Analyzing, and Visualizing Data with a Fast and Expressive DataFrame API
Jeroen Janssens, Thijs Nieuwdorp
Page: 400
Format: pdf, ePub, mobi, fb2
ISBN: 9781098156084
Publisher: O'Reilly Media, Incorporated

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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

Python Polars: The Definitive Guide: Transforming, Analyzing, and .
Python Polars: The Definitive Guide: Transforming, Analyzing, and Visualizing Data with a Fast and Expressive Dataframe API.
Python Polars: The Definitive Guide eBook by Jeroen Janssens - Kobo
Read "Python Polars: The Definitive Guide Transforming, Analyzing, and Visualizing Data with a Fast and Expressive DataFrame API" by Jeroen Janssens .
O'Reilly | Unlock the power of Polars, a #python package . - Instagram
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 .
Python Polars: The Definitive Guide: Transforming, Analyzing, and .
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 .
Python Polars: The Definitive Guide: Transforming, Analyzing, and .
Python Polars: The Definitive Guide: Transforming, Analyzing, and Visualizing Data with a Fast and Expressive Dataframe API è un libro di Jeroen Janssens .
Python Polars: The Definitive Guide: Transforming, Analyzing, and .
Python Polars: The Definitive Guide: Transforming, Analyzing, and Visualizing Data with a Fast and Expressive Dataframe API (Paperback). Jeroen Janssens .
Books | Jeroen Janssens
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 .
Python Polars: The Definitive Guide: Transforming, Analyzing, and .
This is where Polars steps in — a modern, blazing-fast DataFrame library designed from the ground up for performance and expressiveness. "Python .
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Transforming, Analyzing, and Visualizing Data with a Fast and Expressive Dataframe API . quickly learn the syntax and understand Polars .
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Over 60 practical recipes to transform, manipulate, and analyze your data using Python Polars 1.x. 5 customer reviews. Instant delivery.
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書名：Python Polars: The Definitive Guide: Transforming, Analyzing, and Visualizing Data with a Fast and Expressive Dataframe API， .