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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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The Management Revolution that Never Happened

The Agile Manager

Think about policy renewal operations at insurance companies, or specialized software developers working in silos: they are information workers, but they are on an information assembly line, doing piecework and passing it onto the next person. "[Big Ironically, it had the opposite effect.

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10 Lessons from 10 Years of Amazon Web Services

All Things Distributed

The epoch of AWS is the launch of Amazon S3 on March 14, 2006, now almost 10 years ago. Almost from day one, we knew that the software we were building would not be the software that would be running a year later. I have picked a few of these lessons to share with you in the hope that they may be of use for you as well.

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