Data Science and AI

AWS ML Deployment

This article delves into the process of developing an ML model, serve it using a Flask application, and deploying it to the cloud using AWS. We'll explore each step, from data preparation and model training to deployment and serving predictions.



MLOps: The Bridge Between Data Science and Production

MLOps, or Machine Learning Operations, is a set of practices that aim to deploy and maintain machine learning models in production reliably and efficiently. It bridges the gap between data scientists who build models and operations teams who deploy and maintain them.



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