Housing Prices API

Demonstrates how to deploy and access a Machine Learning model.

Model was trained with scikit-learn on an updated version of the California Housing dataset.

Source code is available on GitHub. See Machine Learning Handbook for details about the training process.

Testing the model

The following form lets you define the properties of a housing district. Upon validation, it sends an asynchronous HTTP request to the model, then displays its prediction.

Longitude:

Latitude:

Housing median age:

Total rooms:

Total bedrooms:

Population:

Households:

Median income:

Ocean proximity:
Less than 1h from ocean
Inland
Near ocean
Near bay
Island

Median housing price: