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Polars for Finance

The Rust-backed dataframe library for finance analysts. CSV/parquet I/O, expressions, returns, joins, rolling windows, lazy mode, DuckDB interop — 10 episodes.

6 posts

1
Polars for Finance: Read CSV and Parquet in Polars — Python Tutorial

Polars for Finance: Read CSV and Parquet in Polars — Python Tutorial

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2
Polars for Finance: Filter Rows and Select Columns in Polars — Python Tutorial

Polars for Finance: Filter Rows and Select Columns in Polars — Python Tutorial

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3
Polars for Finance: Compute Daily Returns in Polars — Finance Tutorial

Polars for Finance: Compute Daily Returns in Polars — Finance Tutorial

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4
Polars for Finance: GroupBy and Aggregate in Polars — Python Tutorial

Polars for Finance: GroupBy and Aggregate in Polars — Python Tutorial

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5
Polars for Finance: Join DataFrames in Polars — Python Tutorial

Polars for Finance: Join DataFrames in Polars — Python Tutorial

Celest Kim•Video•Quiz available
6
Polars for Finance: Rolling Windows in Polars — Finance Tutorial

Polars for Finance: Rolling Windows in Polars — Finance Tutorial

Celest Kim•Video•Quiz available