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UID:pretalx-pyconde-pydata-2026-PARU7X@pretalx.com
DTSTART;TZID=CET:20260415T105500
DTEND;TZID=CET:20260415T112500
DESCRIPTION:How mature are your data pipeline operations? A Roadmap to Oper
 ational Excellence.\n\nData teams often struggle to scale their pipeline o
 perations\, trapped in a cycle of manual fixes and reactive fire-fighting.
  But what does "good" actually look like? In this talk\, we introduce a st
 andardized 5-level maturity model for Data Operations\, focusing on three 
 critical pillars: Orchestration\, Data Quality\, and Data SLOs.\n\nWe will
  deconstruct the journey from "Struggling" (manual scripts\, no guarantees
 ) to "Mastery" (automated\, resilient\, and measured). Attendees will leav
 e with a concrete framework to assess their team’s current standing and 
 a clear\, step-by-step roadmap to raise the bar toward operational excelle
 nce.
DTSTAMP:20260412T141743Z
LOCATION:Titanium [2nd Floor]
SUMMARY:From Struggling to Mastery: A Practical Guide to Data Pipeline Oper
 ations - Akif Cakir
URL:https://pretalx.com/pyconde-pydata-2026/talk/PARU7X/
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