Mastering Polars: The Beginner's Guide

Partner: Udemy
Affiliate Name:
Area:
Description: Unlock the power of Polars (Version 1.22.x), the next-generation DataFrame library designed for speed, scalability, and efficiency. Whether you're a data scientist, analyst, or engineer, this course will teach you how to leverage Polars to process and analyze large datasets faster than traditional tools like Pandas.Through hands-on projects and real-world datasets, you'll gain a deep understanding of Polars' capabilities, from basic operations to advanced data transformations. By the end of this course, you'll be able to replace Pandas with Polars for high-performance data workflows.In this course, you'll master Polars from scratch—learning how to efficiently manipulate, analyze, and transform large datasets with ease. Whether you're dealing with millions of rows or complex queries, Polars' multi-threaded and lazy execution will supercharge your workflows.What You'll LearnPolars vs. Pandas – Why Polars is faster and how it works under the hoodPolars DataFrames & LazyFrames – Understanding efficient data structuresFiltering, Sorting, and Aggregations – Perform operations at blazing speedGroupBy and Joins – Handle complex data transformations seamlesslyTime Series & String Operations – Work with dates, timestamps, and text dataI/O Operations – Read and write CSV, Parquet, JSON, and morePolars Expressions & SQL-like Queries – Unlock powerful data processing techniquesParallel Processing & Lazy Evaluation – Optimize performance for large datasetsWho This Course Is ForPython users working with large datasetsData analysts &
Category: Development > Data Science > Data Analysis
Partner ID:
Price: 19.99
Commission:
Source: Impact
Go to Course