From the course: Data Science Methodologies: Making Business Sense

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Set up a CI/CD pipeline

Set up a CI/CD pipeline

- [Narrator] To deliver our product into the production environment. We need to set up our DevOps pipeline so that we can iterate make incremental deliveries starting with the first version of our MVP. We have so far done a little bit of development but almost no testing because this is just an initial feasibility iteration. We do not have any test cases in subsequent iterations. You may want to write some test cases to check things such as data is coming in correct format. And the model is behaving as per the design for now let us move to the staging server. We ran our code on the Dev machine. So now we can push it to git, and then connect our repos to Heroku server, where the app will be deployed. But the Heroku server requires some additional files to understand our application. First is Gunicorn. That is a web server gateway interface. It helps Python based web applications to run on web servers, which in our…

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