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Data Quality Approach for Netflix Personalization Systems
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- 1 Intro
- 2 The Sock Universe?
- 3 Historical Fact Store Components
- 4 Netflix Pl Historical Fact Store
- 5 Causes of Bad Data
- 6 Bad Data Example 1: Drift
- 7 Drastic changes
- 8 Under Utilization
- 9 Summarizing...
- 10 Preetam B Joshi
- 11 Example Data
- 12 Aggregations
- 13 Automated Monitoring
- 14 Distribution Checks - Algorithm
- 15 Distribution Checks - Statistical Test
- 16 Data Quality Architecture
- 17 Plain old visualizations
- 18 Debugging via Visualization
- 19 Swimlanes
- 20 Questions?
