Demo: NYC Electricity Load Forecasting Application

This application showcases how the rorodata platform can be used as an end to end service for data science deployments. Here we showcase how to:

1. Pull publicly available data from sources
2. Pass the data through a feature engineering pipeline.
3. Train a machine learning model on the engineered features.
4. Deploy the trained model as an API

Dataset:

We use publicly available weather and electricity load data for the state of New York.

The electricity data can be found at here under Real time actual load.

The weather data can be found here