{"product_id":"b0dxxzyrx2","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\n\n\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.  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\u003c\/p\u003e","brand":"ANT","offers":[{"title":"Ebook","offer_id":54222221410667,"sku":"YSL23148","price":33.55,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0978\/1674\/0203\/files\/81sgTosgSyL._SY1500.jpg?v=1792813633","url":"https:\/\/www.booktavero.com\/products\/b0dxxzyrx2","provider":"BookTavero","version":"1.0","type":"link"}