Predict and Forecast
A 4-step recipe with Amazon Forecast. We can help you get access.
Recipe · 4 steps
Predict and Forecast
with Amazon Forecast · Artificial Intelligence Management
Train a predictor and generate a forecast, waiting for each to be ACTIVE.
- Create the predictor and start training using the supplied configuration.
- List predictors and confirm the newly created predictor has reached the ACTIVE status. Repeat this step while training is still in progress.
- Create a forecast from the now-ACTIVE predictor.
- List forecasts and confirm the newly created forecast has reached the ACTIVE status. Repeat this step while the forecast is still generating.
What you'll need to have ready
- predictorName: A name for the predictor.
- forecastHorizon: The number of time-steps to predict.
- inputDataConfig: The dataset group and supplementary features for training.
- featurizationConfig: The featurization configuration for the predictor.
- forecastName: A name for the forecast to generate.
- forecastTypes: The quantiles at which probabilistic forecasts are generated.
For your developer
Arazzo workflow amazon-forecast:predict-and-forecast, 4 operations: CreatePredictor → ListPredictors → CreateForecast → ListForecasts. Specs on APIs.io.