{"product_id":"python-polars-the-definitive-guide-transforming-analyzing-and-visualizing-data-with-a-fast-and-expressive-dataframe-api-paperback","title":"Python Polars: The Definitive Guide: Transforming, Analyzing, and Visualizing Data with a Fast and Expressive Dataframe API - Paperback","description":"\u003cdiv\u003e\u003cp style=\"text-align: right;\"\u003e\u003ca href=\"https:\/\/reportcopyrightinfringement.com\/\" target=\"_blank\" rel=\"nofollow\"\u003e\u003cb\u003eReport copyright infringement\u003c\/b\u003e\u003c\/a\u003e\u003c\/p\u003e\u003c\/div\u003e\u003cp\u003eby \u003cb\u003eJeroen Janssens\u003c\/b\u003e (Author), \u003cb\u003eThijs Nieuwdorp\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\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\n            \u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 501\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 1.01 x 9.19 x 7 IN\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e April 01, 2025\u003c\/div\u003e\n            ","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":43158565257279,"sku":"9781098156084","price":103.66,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0105\/8226\/1823\/files\/9-skG_JjUv9781098156084.webp?v=1776991134","url":"https:\/\/dhlswag.com\/products\/python-polars-the-definitive-guide-transforming-analyzing-and-visualizing-data-with-a-fast-and-expressive-dataframe-api-paperback","provider":"BBB","version":"1.0","type":"link"}