Keynote: Empowering people by democratizing data skills
summary
Data Carpentry and Software Carpentry run two-day workshops that teach concrete skills — shell scripting on Amazon cloud instances, GitHub version control, SQL, R/Python data analysis and ggplot, OpenRefine for cleaning — with a 5–10:1 helper ratio, red/green sticky note system and pre/post assessment. Over 900 volunteer instructors deliver domain-specific lessons; surveys report ~80% say they can immediately apply skills and 90–95% rate the workshops worth their time, showing the program scales training not just tools.
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chapters (11)
- 0:00Democratizing data skills intro
- 3:09Unused data potential
- 7:25Researchers need data skills
- 10:16Training gaps in data literacy
- 16:22Why workshops succeed
- 23:45Supportive learning environment
- 28:01Instructor community impact
- 33:43Domain-specific data carpentry
- 36:11Software carpentry research
- 39:21Empowering self-discoveries
- 42:51Supporting training initiatives
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