Amazon Forecast Query Service is a fully managed service for time-series forecasting. By providing Amazon Forecast with historical time-series data, you can predict future points in the series. Time-series forecasting is useful in multiple domains, including retail, financial planning, supply chain, and healthcare. You can also use Amazon Forecast to forecast operational metrics for inventory management, and workforce and resource planning and management.
Amazon Forecast greatly simplifies building machine learning models. In addition to providing a set of predefined algorithms, Forecast provides an AutoML option for model training. AutoML automates complex machine learning tasks, such as algorithm selection, hyperparameter tuning, iterative modeling, and model assessment. Developers with no machine learning expertise can use the Amazon Forecast APIs, AWS Command Line Interface (AWS CLI), or Amazon Forecast console to import training data into one or more Amazon Forecast datasets, train predictors, and generate forecasts.
Below are the cmdlets which are available with Amazon Forecast Query Service
CmdletName | ServiceOperation |
Select-FRCQForecast | QueryForecast |
You can also check other AWS Services, and each services cmdlets we are providing.