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Data Analytics

Time-series forecast validation

Time-based holdouts and rolling validation test forecasts without leaking future data into the past.

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Chapter 28: Time-series analysis and forecasting7 lessons · 30 min
  1. 1Time-series components4 min
  2. 2Time-series frequency and gaps4 min
  3. 3Lagged and rolling features4 min
  4. 4Forecasting baselines4 min
  5. 5Time-series forecast validation4 min
  6. 6Forecast uncertainty4 min
  7. 7Challenge: Time-series analysis and forecasting6 min
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This lesson is part of the Data Analytics course.

Example plan3 lessons · 12 min

Forecasting baselines4 min
Time-series forecast validationTime-series analysis and forecasting4 min
Forecast uncertaintyTime-series analysis and forecasting4 min

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