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3 Tips You Need To Save Your Data Science Project Scope

As a data scientist, you expect to get a job that lets you do cool stuff - Big data, Big machine (or cloud, like the grown-ups), and Deep neural networks. Reality quickly creeps in as you realize the mismatch between your model, your project manager’s timeline, and your stakeholder’s expectation.

3 Tips on Defining a Data Science Project Scope with Business

As a data scientist, you expect to get a job that lets you do cool stuff — Big data, Big machine (or cloud, like the grown-ups) and Deep neural networks. Reality quickly creeps in as you realise the mismatch between your model, your project manager’s timeline and your stakeholder’s expectation. What they needed (often) is not a 128-layer ResNet, but a simple select & group by query that delivers actionable insights.