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Data Mining Problems in Retail

Highly Scalable

Retail is one of the most important business domains for data science and data mining applications because of its prolific data and numerous optimization problems such as optimal prices, discounts, recommendations, and stock levels that can be solved using data analysis methods. However, many of these models are highly parametric (i.e.

Retail 152
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Why you need to know your site's performance poverty line (and how to find it)

Speed Curve

Site A Site B Site C Site D Observations 1. The poverty line emerges surprisingly quickly in some cases For example, Site C's performance poverty line starts at 400 milliseconds. For some sites (such as Site C), the difference was as little as 300 milliseconds. That's early! seconds to work toward.

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Why you need to know your site's performance plateau (and how to find it)

Speed Curve

Site A Site B Site C Site D Observations 1. The plateau emerges surprisingly quickly in some cases For example, Site C's performance plateau starts at 400 milliseconds. For some sites (such as Site C), the difference was as little as 300 milliseconds. That's early! seconds to work toward.