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" summary

Framing ethics as “how to use data for evil” exposes specific risks: using call detail records to infer intimate life events and choosing not to act is harmful as acting is. Enterprise solution is a unified data architecture combining EDW, discovery platforms and Hadoop so insights can be productionized; experiments on moving hot and cold data use fabric Computing that processes during transfer and an optimizer that auto‑places data. Case studies include Oxfam GB food‑price forecasting and UK special‑needs prediction.

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" chapters (6)

1. 0:00Introduction
2. 1:21Should you do that
3. 3:09Data oriented world
4. 4:44Unified data architecture
5. 6:46Realtime oriented industries
6. 8:24Datakind

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