Udemy – Mastering Polars: High-Performance Data Analysis in Python 2025-2

Udemy – Mastering Polars: High-Performance Data Analysis in Python 2025-2 Downloadly IRSpace

Aug 16, 2025 - 07:25 Updated: Aug 17, 2025 - 20:03

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Udemy – Mastering Polars: High-Performance Data Analysis in Python 2025-2

Mastering Polars: High-Performance Data Analysis in Python. This course introduces you to the Polars library (version 1.22.x) for high-performance processing of large data sets. This course is designed for data scientists, analysts, and engineers who want a faster, more scalable alternative to Pandas. You’ll learn everything from basic operations to advanced transformations through hands-on practice on real-world projects, and learn how Polars accelerates data processing by leveraging multithreading and lazy computing. Polars is up to 100x faster than Pandas, optimized for modern processors, and performs well even with limited RAM. It’s the ideal library for big data processing and ETL pipelines. By the end of the course, you’ll be confident using Polars to analyze real-world data, improve workflows, and manage massive datasets.

What you will learn

Working with larger-than-memory data.
Comparing Pandas and Polars for billions of data.
Using parallel and optimal analysis with Polars.
Use Polars expressions for analyses that are easy to read and write.
Learn strategies to optimize memory usage and processing speed when working with large data sets.
Combine data from different datasets using fast join operations.
Load data from various sources, including web files, CSV, JSON, and Parquet files.

This course is suitable for people who:

This course is perfect for beginners who want to learn Polars from the ground up. Whether you’re a student, a working professional, or just curious about Polars, this course will give you a solid foundation. No prior experience is necessary!

Course details for Mastering Polars: High-Performance Data Analysis in Python

Publisher: Udemy
Instructor: Neetu Bhushan
Training level: Beginner to advanced
Training duration: 5 hours and 42 minutes
Number of lessons: 51

Course syllabus in 2025/5

Prerequisites for the Mastering Polars: High-Performance Data Analysis in Python course

No prior experience is required! This course is designed for beginners, Basic knowledge of Python is good to have, and I’ll guide you step by step. All you need is a computer with an internet connection and a willingness to learn.”