FastAPI is a popular web framework for building APIs with Python, based on standard Python type hints. It is intuitive and easy to use, and it can provide a production-ready application in a short period of time.
Most teams working on machine learning projects consist of data scientists whose domains and professions lie on the statistics side of things. They may not have experience developing software or applications to ship their machine learning projects.
Deploying prediction models requires providing an API interface so other parts of the stock management system can use the prediction functionality, making FastAPI invaluable for data integration.
FastAPI enables data scientists to easily create APIs for projects like suggestion engines, which allow e-commerce systems to provide personalized recommendations to users based on their choices.
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