{"product_id":"python-polars-the-definitive-guide-transforming-analyzing-and-visualizing-data-with-a-fast-and-expressive-dataframe-api-9781098156084","title":"Python Polars: The Definitive Guide: Transforming, Analyzing, and Visualizing Data with a Fast and Expressive Dataframe API","description":"\u003cp\u003eUnlock 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. \u003c\/p\u003e\u003cp\u003eWhether 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. \u003c\/p\u003e\u003cul\u003e \u003cli\u003eProcess data from CSV, Parquet, spreadsheets, databases, and the cloud \u003c\/li\u003e\n\u003cli\u003eGet a solid understanding of Expressions, the building blocks of every query \u003c\/li\u003e\n\u003cli\u003eHandle complex data types, including text, time, and nested structures \u003c\/li\u003e\n\u003cli\u003eUse both eager and lazy APIs, and know when to use each \u003c\/li\u003e\n\u003cli\u003eVisualize your data with Altair, hvPlot, plotnine, and Great Tables \u003c\/li\u003e\n\u003cli\u003eExtend Polars with your own Python functions and Rust plugins \u003c\/li\u003e\n\u003cli\u003eLeverage GPU acceleration to boost performance even further \u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e \u003ca href=\"https:\/\/sureshotbooks-com.myshopify.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=AUTH-8848665\"\u003eJeroen Janssens\u003c\/a\u003e, \u003ca href=\"https:\/\/sureshotbooks-com.myshopify.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=AUTH-17047544\"\u003eThijs Nieuwdorp\u003c\/a\u003e\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 04\/01\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 501\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.75lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.19h x 7.00w x 1.01d\u003cbr\u003e\u003cb\u003eISBN13:\u003c\/b\u003e 9781098156084\u003cbr\u003e\u003cb\u003eISBN10:\u003c\/b\u003e 1098156080\u003cbr\u003e\u003cb\u003eBISAC Categories:\u003c\/b\u003e\u003cbr\u003e- \u003ca href=\"https:\/\/sureshotbooks-com.myshopify.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=CAT-COM\"\u003eComputers\u003c\/a\u003e | \u003ca href=\"https:\/\/sureshotbooks-com.myshopify.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=BISAC-COM051360\"\u003eLanguages | Python\u003c\/a\u003e\u003cbr\u003e- \u003ca href=\"https:\/\/sureshotbooks-com.myshopify.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=CAT-COM\"\u003eComputers\u003c\/a\u003e | \u003ca href=\"https:\/\/sureshotbooks-com.myshopify.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=BISAC-COM018000\"\u003eData Science | General\u003c\/a\u003e\u003cbr\u003e- \u003ca href=\"https:\/\/sureshotbooks-com.myshopify.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=CAT-COM\"\u003eComputers\u003c\/a\u003e | \u003ca href=\"https:\/\/sureshotbooks-com.myshopify.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=BISAC-COM051440\"\u003eSoftware Development \u0026amp; Engineering | Tools\u003c\/a\u003e\u003cbr\u003e","brand":"O'Reilly Media","offers":[{"title":"Default Title","offer_id":48456093040877,"sku":"9781098156084","price":79.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0550\/8097\/6621\/files\/img_1c8357fb-3e48-4292-8e10-6dffadc296e3.jpg?v=1753546153","url":"https:\/\/sureshotbooks.com\/products\/python-polars-the-definitive-guide-transforming-analyzing-and-visualizing-data-with-a-fast-and-expressive-dataframe-api-9781098156084","provider":"SureShot Books Publishing LLC","version":"1.0","type":"link"}