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UID:pretalx-pycon-lithuania-2026-Z3BCBK@pretalx.com
DTSTART;TZID=EET:20260409T150000
DTEND;TZID=EET:20260409T152500
DESCRIPTION:Many teams work with datasets that evolve over time. What start
 s as simple setup\, quickly turns into chaos once updates become regular. 
 In this talk\, I share a practical workflow for managing dataset updates b
 y splitting the process into clear stages\, each represented by a Python s
 cript. This approach was used in production for two years on image dataset
 s from 2\,000 to 200\,000 samples and helps small teams reduce cognitive l
 oad and keep dataset and model updates predictable.
DTSTAMP:20260617T083125Z
LOCATION:Deimantas/Diamond (3rd building)
SUMMARY:Dataset Updates Without Losing Your Mind - Oleksii Liashuk
URL:https://pretalx.com/pycon-lithuania-2026/talk/Z3BCBK/
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