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Creating Data Science Web Apps

This is a tutorial that is moreso a set of notes on some tips and tricks learned during a break after the summer semester at JHU. In data science, it could be worth the time to create a simple web app that demonstrates a machine learning tool that has been developed. This can be as simple as creating a Flask web app. However, this tutorial goes deeper by containerizing it with Docker and deploying it with Heroku. Details about these processes and what they are for is explained inside.

Link to tutorial

Flask Docker Heroku
The logos include (1) Flask, (2) Docker, and (3) Heroku.