CRISP-DM
20 April, 2014
Cross industry standard procedure for data mining: A friend recommended this to me as a decent methodology for considering data science / mining projects. Although it's fairly old now (pre-2000), it has some useful concepts which you can use to articulate the stages of such a project (and to make sure you're not missing any...).
Broadly it uses the following diagram to show the overall process:

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