Probabilistic Forecasting with DeepAR and AWS SageMaker

Probabilistic Forecasting with DeepAR and AWS SageMaker

EuroPython Conference via YouTube Direct link

Automatic feature engineering

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Automatic feature engineering

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Probabilistic Forecasting with DeepAR and AWS SageMaker

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  1. 1 Intro
  2. 2 Welcome
  3. 3 Do we need another forecasting algorithm
  4. 4 Probabilistic forecasting
  5. 5 Automatic feature engineering
  6. 6 Multiple time series training
  7. 7 Disadvantages
  8. 8 How it works
  9. 9 Energy Consumption
  10. 10 AWS SageMaker
  11. 11 Prepare Data
  12. 12 Hyper Parameters
  13. 13 Training
  14. 14 Fitting
  15. 15 Questions

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