#Expressions
Tags: 3 posts
December 1, 2025
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11 min read
Advanced Deduplication Strategies in Polars: Beyond Sort and Drop
Advanced Deduplication Strategies in Polars: Beyond Sort and Drop Deduplication is one of the most common yet performance-critical operations in data engineering. Whether you are building Change Data Capture (CDC) pipelines, cleaning telemetry …
January 16, 2025
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6 min read
Advanced Polars Expressions: String Operations & Complex Data Types
Advanced Polars Expressions: String Operations & Complex Data Types Welcome to the second installment of our Polars mastery series! Building on the foundational concepts from Part 1, we’ll dive deep into Polars’ powerful expression …
January 15, 2025
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7 min read
From Pandas to Polars: A Paradigm Shift in DataFrame Processing
Welcome to the first installment of our Polars blog series! If you’ve spent years mastering Pandas and are curious about what makes Polars the talk of the data community, this post is your gateway. We’ll explore the fundamental …