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Real-Time Forecasting at Scale Using Delta Lake and Delta Caching

Real-Time Forecasting at Scale Using Delta Lake and Delta Caching

Databricks via YouTube Direct link

the scale

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the scale

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Real-Time Forecasting at Scale Using Delta Lake and Delta Caching

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  1. 1 Introduction
  2. 2 programmatic inventory
  3. 3 why forecast inventory
  4. 4 the scale
  5. 5 Architecture
  6. 6 Data Sampling
  7. 7 Sampling Approach
  8. 8 Types of Sampling
  9. 9 Sampling Daily Job
  10. 10 Search and Forecast
  11. 11 Caching the Data
  12. 12 Workflow
  13. 13 Other Models
  14. 14 Forecasting Accuracy

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