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Real world data & analytics journeys

Talkat Data Con LA 2021 · 2021-09-17..09-19· [data-engineering]
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Utilities combine lidar helicopter methane surveys, stationary sensors and manual leak checks into a single asset-linked pipeline; electric teams process millions of drone images with machine learning and publish a SAWTI wildfire threat index for real-time risk decisions. Public health builds a digital vaccine smart health card tied to email/phone and tracks equity by Healthy Places Index quartiles, then shifts vaccine allocations when data shows gaps. Major blockers are legacy silos, poor metadata and weak governance; success requires use-case focus, data ownership, catalogs and storytelling to drive adoption.

AI-written summary · about

  1. 0:00Introduction and panel overview
  2. 1:25Data analytics in public health
  3. 3:32Gas utility infrastructure maintenance
  4. 5:36Electric utility asset management
  5. 7:46Wildfire risk mitigation efforts
  6. 8:52Sustainability and climate equity
  7. 10:15Key challenges in data integration
  8. 14:07Data governance and quality
  9. 17:40Scaling AI across industries
  10. 21:07Maximizing value from data and AI
  11. 23:57Data storytelling and cultural change
  12. 29:12Equitable vaccine distribution insights
  13. 31:59Careers in data and analytics
  14. 37:17Closing remarks and Q&A
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