Deploy ML Model in Production with FastAPI and Docker

June 21, 2025 / FreeCourse-10 / By



Learn ML deployment using FastAPI, Docker, CI/CD, and Cloud platforms

What you will learn

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Deploy machine learning models in production using FastAPI and Docker.

Create APIs for ML models using FastAPI with optimized endpoints.

Containerize ML applications with Docker for scalable deployments.

Set up CI/CD pipelines for automated deployment and testing.

Train, evaluate, and save ML models, focusing on real-world datasets.

Deploy ML models to cloud platforms like Heroku and Microsoft Azure.

Build and integrate a simple frontend for ML model APIs.

Implement logging, error handling, and request handling in APIs.

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