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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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Mitigating Capability Risk

The Agile Manager

The business processes that need to be defined, modeled and automated to fulfill that market opportunity will not be established at the front end of a project. These are not problem domains that lend themselves to a divide-and-conquer approach, they are domains that require a discover-collaborate-innovate approach.