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Juan Luis Cano Rodríguez

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Who needs ChatGPT? Rock solid AI pipelines with Hugging Face and KedroPyData Global 20232023-12-06
Shows a concrete pipeline that extracts ~200 Mastodon posts into Minio/Delta, cleans text with Polars, loads Hugging Face models (a ~1GB summarizer and a…
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Expressive & fast dataframes in Python with polarsPyData Global 20222022-12-01
Polars is a Rust + Arrow dataframe that claims much faster, lower‑memory ops than pandas and demonstrates it on a 1.8 GB StackOverflow CSV (~1.26M question…
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Beyond Pandas: The Great Python Dataframe ShowdownPyData London 20222022-06-17
Compares pandas limits to concrete alternatives: Arrow shows memory-mapped CSV→Parquet conversion that drops a 1.9 GB CSV to 1.9 GB to <0.5 GB on disk; Vex…
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Embrace conda packages.PyData Madrid 20162016-03-12
Claim: create relocatable binary packages so users stop compiling. Uses conda-build plus CI like AppVeyor and Travis CI to produce Windows macOS and Linux…
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