From Dev to Deployment: An End to End Sentiment Classifier App with MLflow, SageMaker, and Streamlit

In this tutorial, we’ll build an NLP app starting from DagsHub-MLflow, then diving into deployment in SageMaker and EC2 with the front end in Streamlit.

Stefano Bosisio
Towards Data Science
15 min readSep 22, 2022

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Image by Yoann Siloine on Unsplash

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Machine Learning Engineer, PhD in Computational Chemistry. My writing covers neuroscience research, coding tutorial and social-media analyses