Sepsis Prediction API with FASTAPI and Docker

An API (Application Programming Interface) serves as a bridge or intermediary that allows different software systems or components to communicate and interact with each other. Just like a physical bridge connects two separate locations, an API enables data and functionality to flow between different software applications, services, or platforms. In this project we are going to use FASTAPI, a modern, fast (high-performance), web framework for building APIs with Python 3.8+ based on standard Python type hints. You might want to ask, “Why FASTAPI?”, well, it is fast(very high performance), fast to code, easy to use and learn, has fewer bugs, among other key features. This project is about building a machine learning model to predict Sepsis, your body’s overreactive and toxic response to an infection, based on the given patient attributes. We will then build our prediction app using FASTAPI then deploy the app as a containerized application using Docker. <a href="https://calistussaratuki.medium.com/sepsis-prediction-api-with-fastapi-and-docker-f92148d58c55">Visit Now</a>