How to Deploy Your Machine Learning Web App to Digital Ocean

Using Fast.ai, Docker, GitHub, and Starlette ASGI Framework

Michael Li
Towards Data Science
8 min readSep 22, 2019

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You’ve collected your data, cleaned it up diligently, squeezed it into your carefully fine-tuned model and sweated many GPU hours and trained the model. The prediction is State-Of-The-Art! Bravo!

But what now?

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