YoVDO

Data Refinement: Unleashing the Power of SQL in Python Using Polars

Offered By: Conf42 via YouTube

Tags

Data Analysis Courses Python Courses SQL Courses Data Processing Courses Common Table Expressions Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore the power of SQL in Python using Polars in this 15-minute conference talk by Tom Levy at Conf42 Python 2024. Discover why Polars is a valuable tool for data refinement and learn how to leverage LazyFrames for handling large datasets efficiently. Gain insights into utilizing SQL-like syntax within Python, including the implementation of Common Table Expressions (CTEs). Follow along as the speaker covers key topics such as the advantages of Polars, introduction to SQL content, and practical applications for big data processing. Enhance your data manipulation skills and learn how to streamline your workflow by combining the strengths of SQL and Python in this informative presentation.

Syllabus

intro
preamble
agenda
why polars?
introduction to sql content
utilize lazyframes for big datasets
common table expressions ctes
thank you!


Taught by

Conf42

Related Courses

Design Computing: 3D Modeling in Rhinoceros with Python/Rhinoscript
University of Michigan via Coursera A Practical Introduction to Test-Driven Development
LearnQuest via Coursera FinTech for Finance and Business Leaders
ACCA via edX Access Bioinformatics Databases with Biopython
Coursera Project Network via Coursera Accounting Data Analytics
University of Illinois at Urbana-Champaign via Coursera