Data Analytics Democratization: How ING Data Analytics Platform Bootstraps New...
summary
ING builds a containerized data analytics platform that centralizes curated internal sources, enforces lineage and quality via a data liberation squad, and exposes a searchable data discovery portal so teams can self-serve. It runs BI (Apache Superset), Spark/Presto on Kubernetes, a model registry and CI/CD for containers, supports over 200 projects and almost 2,000 users, and aims for 50% employee adoption; the platform is live and powering production models and dashboards.
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chapters (9)
- 0:00Introduction
- 1:45Data Analytics Democratization
- 9:32Product Tribe
- 10:36History
- 11:36Design Thinking
- 13:29User Support
- 16:09Technology
- 18:19User Journey
- 19:33Product Squads
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