Scoping Data Science Projects

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Scoping data science project is an iterative process and the scope gets refined both during the scoping process as well as during the project, however it is important to have an initial scope to have an idea of the project goals, deadlines, costs and requirements.

Data Science Project Scope

First of all it is critical to identify key stakeholders in the project including people who understand the business/policy problem, people who understand what data is available, people who will consume the outputs of the system or take action using it, and the people who will be affected by it. 

Once we have identified them, it is highly important to understand the problem and impact it has on business. 

1. Understanding the problem

One of the key elements here is to understand the true need of the project. In most of the cases once

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