Pycon Pt 2025 Visualizing Complexity

Summary

Maxim Danilov An overcomplicated project increases development and maintenance time. We need some metrics for reducing ... Daniel Hervás Virtual environments are a fundamental part of Aivars Kalvāns We have tools that show what queries are executed and the time it takes. But what next? What is going on there? Stefanie Molin Relying solely on simple summary statistics the mean, median, or standard deviation is not enough to describe ... Daniel Mesejo Discover how Ibis provides a single DataFrame API across pandas, DuckDB, and SQL databases, bridging the gap ... Sandro Costa As applications grow increasingly Amanda Savluchinske The classic open source dichotomy is well known: everyone uses it, but few give back for the convenience ... Lucas Pires This talk explores effective patterns for combining Django and HTMX, addressing common challenges and gaps in ... Marília Felismino Simões / Nikki Grens What does it mean to lead a boutique data science company in Portugal working with ... Rodrigo Girão Serrão This talk walks you through the 20 tools available in itertools, a module you should be proficient in if you ... Pablo Galindo Salgado Join Pablo in an exploration of random