Data Science Process Overview

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BetterKnownPond
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5 Questions

What is the first step in the data science process?

Research goal and project charter

What is the primary focus of the data exploration step?

Deep understanding of the data

Which step involves transforming raw data into a directly usable form for models?

Data preparation

Why is following a structured approach to data science beneficial?

Maximizes chances of success at lowest cost

What is emphasized as a potential drawback of following a structured approach to data science?

May not be suitable for every type of project

Test your knowledge of the structured approach to data science and its benefits in maximizing success while minimizing costs. Explore the role of teamwork and individual expertise in data science projects.

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