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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.

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A Complete Guide to Performance Budgets

Speed Curve

It's easier to make a fast website than it is to keep a website fast. Before you invest the time and energy in setting up performance budgets for a metric, first take a good look at how that metric aligns with your own data. Focus on key pages You don't need to apply performance budgets to all your pages.