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Uwe L. Korn

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titleconferencedate
Navigating the security compliance maze of an ML servicePyData Paris 20252025-09-30
Practical run-through of compliance chores with concrete tools and outcomes: ISO-27001 certification completed, discussion of sift/trivy scans, generation of…
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Taming the language border (...)Berlin Buzzwords 20192019-06-16
Apache Arrow provides a language‑neutral columnar in‑memory format and libraries that let Java produce off‑heap Arrow record batches, hand the memory pointers…
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Extending Pandas using Apache Arrow and NumbaPyData Berlin 20182018-07-06
Claim: Pandas gains drop-in custom dtypes by storing data in Apache Arrow buffers and compiling element logic with Numba, yielding a native string…
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Building customer-visible data science dashboards with Altair / Vega / VuePyData Amsterdam 20182018-05-25
Argues that shipping customer-facing dashboards requires a compromise: Python generates Vega/Vega‑Lite specs (Altair converts pandas data frames to JSON) while…
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Connecting PyData to other Big Data Landscapes using Arrow and ParquetPyCon.DE 20172017-10-25
Shows how Apache Parquet and Apache Arrow actually interoperate: Parquet provides 16 kilobytes pages, row groups of ~100k–2M rows, column statistics and…
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Efficient and portable DataFrame storage with Apache ParquetPyData London 20172017-05-05
Apache Parquet stores column chunks split into ~16 KB pages, uses dictionary encoding plus run‑length and bit‑packing before codecs like snappy, and supplies…
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