It is really ideal that you define the structure of your Data Science project before beginning the project.

The Data Science Project can take a couple of structures, however this is a high level guide which can help you structure and remain focused with your Data Science project

Structure Credit: JHU @Coursera.

Also this SlideShare presentation by Silicon Valley Data Science LLC is really helpful.

8 Steps to Creating a Data Strategy

Hope this helps you.

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