~/talk

Modernizing DataPlatform & Accelerating Business With Insights

Talkat Big Data Conference Europe 2022 · 2022-11-23..11-24· [databases]
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Telia modernizes a cross‑market analytics stack that runs 3 million queries/day, serves ~5,000 active Click users and shares 100+ common analytical products across six markets. The team builds reusable modules with SQL Python PySpark, follows hybrid cloud + lakehouse patterns, uses infrastructure as code, APIs, containerized microservices and FinOps, and prioritizes two‑way‑door experiments. Use cases include recommendation engines and offer nudges; models move from rapid experiments to production with automated monitoring and dual measures: data quality and measured business value.

AI-written summary · about

  1. 0:00Telia’s data journey
  2. 8:02Strategy over technology
  3. 14:42Superhero data teams
  4. 17:48Two-way door decisions
  5. 24:37Data infrastructure trends
  6. 29:32Data platform automation
  7. 32:24Change management role
  8. 36:21Measuring data products
  9. 37:44Ethical AI future
  10. 41:15Customer-centric analytics
  11. 42:43Q&A
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