[download pdf] Python Polars: The Definitive Guide: Transforming, Analyzing, and Visualizing Data with a Fast and Expressive DataFrame API by Jeroen Janssens, Thijs Nieuwdorp

Download Book ➡ Link
Read Book Online ➡ Link

Free ebooks for amazon kindle download Python Polars: The Definitive Guide: Transforming, Analyzing, and Visualizing Data with a Fast and Expressive DataFrame API PDF RTF MOBI

Overview

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

Download more ebooks: {téléchargement pdf} Le secret d'un mariage pdf , [Kindle] Buenos Aires Travel Guide: A Comprehensive Guide to Buenos Aires, Argentina téléchargement pdf , DOWNLOADS Boruto: Two Blue Vortex, Vol. 1 by Masashi Kishimoto, Mikio Ikemoto pdf , [PDF/Kindle] The Art and Making of Mickey 17 by Simon Ward pdf , [PDF/EPUB] Download Magical Map #1: Pirates of the Caribbean by Ridley Pearson Full Book pdf , DOWNLOADS Corrupt (Devil's Night, #1) by Penelope Douglas pdf , EL GUILLOMO EBOOK | Robin Wall Kimmerer | Descargar libro PDF EPUB pdf , [Pdf/ePub/Mobi] THE EX-BOYFRIEND'S FAVOURITE RECIPE FUNERAL COMMITTEE - SAKI KAWASHIRO descargar ebook gratis pdf , Télécharger PDF Dark Surrender pdf , TÉLÉCHARGER [PDF] {EPUB} Terra Ignota Tome 2 pdf , Download Pdf Never Lie by Freida McFadden pdf , [PDF] Bonds of Hercules by Jasmine Mas pdf .