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UID:pretalx-pycascades-2026-HX8DEN@pretalx.com
DTSTART;TZID=PST:20260321T161500
DTEND;TZID=PST:20260321T164000
DESCRIPTION:Notebooks have become the default environments for exploring da
 ta\, prototyping ideas\, and sharing results. Yet\, their influence extend
 s far beyond code execution\, as they shape how we *think*\, *collaborate*
 \, and *communicate* with data. As real-world projects increasingly rely o
 n multiple programming languages\, magic commands and cross-language kerne
 ls open new possibilities for combining Python\, R\, SQL\, markdown\, and 
 more within a single workflow\, blending computation with storytelling in 
 powerful ways.\n\nThis talk explores how multilingual workflows transform 
 exploratory data analysis (EDA)\, highlighting where notebooks shine and w
 here they introduce new challenges around testing\, version control\, and 
 scaling. Through real-world examples\, we’ll look at how these tools low
 er barriers\, reinforce trust and integrity in data science workflows\, an
 d change the way we reason about problems. Attendees will gain practical s
 trategies for integrating multiple languages in their notebooks and a deep
 er understanding of how these tools shape modern data science. Basic famil
 iarity with Python and EDA is helpful but not required.
DTSTAMP:20260521T092229Z
LOCATION:Fletcher Auditorium
SUMMARY:To Notebook or Not to Notebook: Multilingual Workflows for Explorat
 ory Data Analysis - Rodrigo Silva Ferreira
URL:https://pretalx.com/pycascades-2026/talk/HX8DEN/
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