Udemy - Mastering Polars - Fast Data Processing and Big Data Analysis torrent

Mastering Polars: Fast Data Processing & Big Data Analysis

https://WebToolTip.com

Published 3/2025
Created by Olga Piliaieva
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Intermediate | Genre: eLearning | Language: English | Duration: 10 Lectures ( 1h 15m ) | Size: 552 MB

Master Polars for Fast Data Manipulation: Work with Large Datasets, Lazy Execution, Performance Optimization, and More

What you'll learn
Master Data Manipulation – Learn to filter, group, and transform data efficiently using Polars' powerful functions.
Optimize Performance – Use lazy evaluation and parallel execution to handle large datasets faster.
Compare Polars and Pandas – Understand key differences to choose the best tool for your data tasks.
Process Large Files in Chunks – Load, process, and aggregate large datasets efficiently without running out of memory.

Requirements
A computer with Python installed.
Jupyter Notebook for running and testing code.
Polars and Pandas libraries must be installed.
Basic familiarity with Python is helpful but not required - beginners are welcome!