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Getting Started with Polars

PyCon US via YouTube

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Overview

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This introductory workshop uses a real-world dataset to explore Polars operations, data types, and memory use. It compares Polars with Pandas and examines ways to speed up a data pipeline.

Syllabus

Introduction
Matts Background
Loading Data
Exploring Data Frame
Exploring Data Types
Lowering Memory Requirements
Expressions
Columns
Vertical Stacking
Transposing
Integers
Polar Share
Polar Documentation
Avoid Drop
Renaming columns
PLAll
Task
Troubleshooting

Taught by

PyCon US

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