~/talk

Making Data Is Not the Same as Making Software — Or Is It?

on YouTube 26m
TalkinSpanishat LechazoConf 2019 · on Saturday, 2019-05-18· [data-engineering, software-architecture]

speaker

name:José Manuel Navarro
links:none on file

resources

video:https://youtu.be/Gtl330VVcSg
slides:none on file

summary

Compares building software with building data products, questioning whether software engineering practices apply unchanged when the product is data. Argues that code and data are different but not as much as they seem, and shows how long-standing best practices from other industries (some dating back 40 years) are becoming relevant again for data projects.

AI-written summary · about

chapters (14)

  1. 0:00Introduction
  2. 1:06What is a data company
  3. 3:14First steps and digitization
  4. 4:39Initial focus and common mistakes
  5. 6:24Scaling data production
  6. 8:56Cultural clashes in teams
  7. 11:23Data engineering best practices
  8. 14:08Communication and vocabulary issues
  9. 16:18Automation and human factor
  10. 17:24Origin of DataOps
  11. 20:33Theory of constraints applied
  12. 21:20Understanding customer needs
  13. 22:58Solving taxonomy problems
  14. 24:27Automation: where to start

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