Ubuntu TechHive

Event Proposals

Review member-submitted ideas and support the topics you would attend.

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3 proposals

  1. Proposed

    Data Detective Lab: Find Bad Metrics in a Messy CSV

    A data science fundamentals workshop focused on finding suspicious numbers before they become confident reports.

    Difficulty: Intro Duration: 2 hours Target date: September 22, 2026 #data-quality#data-science#metrics#pandas
  2. Proposed

    Geocoding Error Lab: When Addresses, Maps, and Humans Disagree

    Handle bad addresses, ambiguous places, region bias, manual correction, and map-provider quirks.

    Difficulty: Mixed Duration: 2 hours Target date: July 12, 2026 #data-quality#geocoding#maps
  3. Proposed

    Spreadsheet Quality Checks: Formulas, References, and Decision-Ready Numbers

    A practical two-hour session on Spreadsheet Quality Checks, focused on Formulas, References, and Decision-Ready Numbers. Attendees work through concrete engineering tradeoffs, review examples, and leave with a checklist they can apply in real team projects.

    Difficulty: Intermediate Duration: 1 hour 30 minutes Target date: September 5, 2026 #data-quality#operations#spreadsheets