Ideas from books, articles & podcasts.
What needs could be fixed by intelligently using data? When we clearly explain a need, we are showing what could be improved by better knowledge.
An example of needs: We want to place our ads in a smart way. What should we be optimising?
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Most people approach data the wrong way: They start with a data set, then use their favourite tools and techniques on it. This produces a narrow set of unsurprising results.
We find context when we know who we are working with and why they're doing what they are doing. We learn the context when we talk to them about their long-term goals. The context provides a project with larger goals and helps to keep us on track.
We can find structure when we create the scope for a data problem. A scope is the outline of a story of why we are focusing on this problem.
Vision is when we take a glimpse of what it will look like to meet the need with data. The vision consist of the following:
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