A machine learning REST API that predicts the presence of heart disease from 13 clinical measurements, built with FastAPI, containerized with Docker and deployed on Render. Heart disease is one of the ...

A FastAPI implementation of a customer churn prediction system, using a replica of a real-world telecom use case. Integrates a trained Scikit-learn model with Joblib for customer churn predictions ...

This book shows how FastAPI, a high-performance web framework for building RESTful APIs in Python, can be used to build robust web APIs that are simple and intuitive and makes it easy to build quickly ...

When Python web frameworks like Flask and Django first rose to prominence, Python was a somewhat different language than it is today. Many elements of modern Python, like asynchronous execution and ...