Forecasting the Cost of Homes

.. built a regression machine learning system for forecasting home costs, created a REST API for the model, and deployed it on Heroku

Api Endpoint

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Resources

FastAPI full tutorial

• How to deploy Machine Learning models as a Microservice using FastAPI
• Create and Deploy FastAPI app to Heroku
• Coursera DL/Fastapi course

Numpyarray and FastAPI issues:

• https://stackoverflow.com/questions/71102658/how-can-i-return-a-numpy-array-using-fastapi
• https://www.pythonfixing.com/2022/02/fixed-trouble-fixing-convert-dictionary.html