Experiment on Amazon Forecast with the console or the APIs
Amazon Forecast is a machine learning service that provides prediction based on time series data provided by AWS. In this repository, you will find a tutorial to walk you through an energy consumption use case with two different methods:
- For the first method, you will only use the service console and this will be 100% no-code: use this markdown file to follow along.
- For the second method, you will fire up a SageMaker Notebook Instance and perform exactly the same process by using the Amazon Forecast API as documented here (for datasets and models management features) and here (for the query service): run this notebook to dive deeper in these APIs.