This repo provides a sample to describe how to use AWS Forecast with weather and holiday index using Python SDK and API calls. The code consists of the following three parts:
- Data Wrangling
- AWS Forecast Setup (IAM, S3, Forecast)
- Evaluate our Forecast
The Amazon Forecast Weather Index combines multiple weather metrics from historical weather events and current forecasts at a given location to increase your demand forecast model accuracy.
pip install -r requirements.txt
Our dataset comes from a real commercial project, but it is not open at the moment. I uploaded a sample csv(data_sample.csv) in this repo to help you understand the schema of our dataset.