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Tracy Teal

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Build Simple and Scalable Apps with ShinyPyData NYC 20232023-11-01
Claims that Shiny for Python infers a reactive computation graph and builds it by runtime tracing so only affected outputs re-render. Shows concrete…
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It's not just code: managing an open source projectPyData Seattle 20232023-04-26
Claims that most projects run on one or two people do most work and that success depends on explicit choices about goals, stage, governance, licensing, and…
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These are a few of my favorite things (about Quarto presentations)rstudio::conf(2022)2022-07-25
Quarto's revealjs slides actually embed code, figures and layout in one document so rendered slides reproduce the exact ggplot and table used (example: scraped…
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Growth & change of careers, organizations & responsibility in data sciencerstudio::conf 20192019-01-15
Panelists argue concrete practices: one company reports one MS in data science out of 120 on the team, so emphasis is on adaptable skills like building ETL…
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Teaching R using inclusive pedagogy: Carpentries workshops lessons learnedrstudio::conf 20192019-01-15
The Carpentries model claims measurable scale and impact: over 1,700 workshops, ~39,000 learners and ~1,600 trained instructors since 2012, with pre/post…
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These are a few of my favorite things (about Quarto presentations)rstudio::conf 20192019-01-15
Shows Quarto’s revealjs presentations as a code-first, single-file workflow that actually renders updates live and exports to HTML, PDF, and PowerPoint…
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Keynote: Empowering people by democratizing data skillsPyData San Francisco 20162016-08-12
Data Carpentry and Software Carpentry run two-day workshops that teach concrete skills — shell scripting on Amazon cloud instances, GitHub version control…
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