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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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Conserve or Invest?

The Agile Manager

Yet while initially pro-cyclical, the tech economy was counter-cyclical by Q2 2009: that is, while the financial and real economies floundered, the tech economy was in full recovery before the first half of 2009 was over. Everything cratered, including tech, as banks - which had employed large numbers of tech people - laid them off.

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Fundamentals

The Agile Manager

It isn't difficult to imagine the DIY retailers lobbying congress to create legislation that allows employees to set aside up to x-thousand-dollars of annual income as tax exempt for use on home improvement.

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The Management Revolution that Never Happened

The Agile Manager

This has happened through equity buybacks (in 2005-8 this was usually funded with debt, since 2009 it's just as likely to be funded with excess cash flow) and dual-class share structures (Groupon, Facebook, News Corp, etc.) In the past decade, corporate ownership has been concentrated in fewer and fewer hands.

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World’s Top Web Performance Leaders To Watch

Rigor

He has also hosted the NY Web Performance Meetup, which boasts over 5,000 members, since 2009. Author of the Pocket Guide to Web Performance and co-author of Using WebPageTest , Andy is an independent web performance consultant in the UK who has helped many leading retailers, newspapers and financial companies make their sites faster.

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Capitalizing Tech in a Cloud / SaaS / Continuous Delivery World

The Agile Manager

retailers) and asset-heavy finance companies (e.g., Development labor has commanded a premium price for many years now - it's been counter-cyclical since 2009, rising while labor costs in the broader economy stagnated or sank. Well, we don't know. For one thing, we're not really there yet. CFOs don't have a high tolerance for this.

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