Beginner PYTHON: Supercharge Your Data Processing with Polars! скачать в хорошем качестве

Beginner PYTHON: Supercharge Your Data Processing with Polars!

Looking for more business related data content - Businesses: Reach out for a free consultation https://gambilldataengineering.com/co... Learn more about starting your business's data journey: https://www.gambilldataengineering.co... Individuals looking to learn more: https://www.gambilldataengineering.co... The NEW Data Roadmap: https://www.gambilldataengineering.co... In this video, you will learn how to use Polars to supercharge your data processing in Python. Polars is: Fast, User-friendly Perfect for working with large datasets! We will cover the basics of Polars, including how to create DataFrames, perform data cleaning and transformations, and aggregate data. 💬 Let me know in the comments if you're ready to try Polars, and subscribe for more data engineering content! #Polars #DataEngineering #Python #BigData #DataProcessing #Pandas #PythonLibraries #datascience Data Processing with Polars Chapters: 00:00 Polars for BIG DATA! 00:22 What is Polars? 01:12 Why choose Polars over Pandas? 02:08 How to load data with Polars? (Actual Coding) 04:41 Polars Dataframe visualization... I love it! 05:26 How to handle missing values in Polars? 09:40 Do I need to chunk in Polars? Performance enhancements of Polars over Pandas 10:20 Polars Analogy TIme! 11:30 Adding new columns with calculations to a polars dataset 13:46 Summary and Recommendations! 14:40 How will you use the power of Polars? *** Affiliate links to great Data Engineering Books **** Becoming a Data Head: https://amzn.to/4ebBzdb Data Storytelling Cards: https://amzn.to/3VJVIjD **Connect with Me**   / gambilldataengineering     / thegambill     / databasemanagement     / chris.gambill   Codecademy: 50% off : https://www.codecademy.com/checkout?p... Plurasight: https://www.pluralsight.com/pricing What Matters Most: https://amzn.to/3ASittW 54% off right now Data Governance: https://amzn.to/48ZUlCl Data Warehouse Toolkit: https://amzn.to/3Z1o2hx 32% off right now Studio Beats Earbuds: https://amzn.to/496LdvO 44% off! To support the channel: https://buymeacoffee.com/gambilldata