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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. We describe the problems one by one in separate sections.

Retail 152
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Ten years of page bloat: What have we learned?

Speed Curve

And we need to have strategies in place to understand and manage our pages. And if that already wasn’t enough, the number of images on a page has been linked to lower conversion rates on retail sites. These numbers should not be taken as a benchmark for your own site. Clearly we need to keep talking about it.

Mobile 145
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A Complete Guide to Performance Budgets

Speed Curve

In an ideal world, pages served to mobile devices should be under 1 MB – and definitely not more than 2 MB – but I often see pages in excess of 5 MB. Avoiding alert fatigue is crucial to the success of your performance budget strategy. Media sites are particularly prone to this issue. Leave a comment below.