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All Blog Posts Tagged 'deployment' (3)

Model Deployment: the "Now What?" effect

Model Deployment

I have built a model that scores 99.9% accuracy! Great! Fantastic!

Now what?



This is what a colleague of mine calls the "Now what?" effect. After training, testing, and optimizing a model repeatedly, we get this fantastic performance on the evaluation set. Now it is the time to put your model to good use on real life, maybe streaming, data. This phase is called Model…

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Added by Rosaria Silipo on June 23, 2015 at 1:28am — No Comments

The Netflix Prize, Occam's Razor and PMML

I just finished reading an excellent posting on the Netflix Tech Blog by Xavier Amatriain and Justin Basilico. Entitled "Netflix Recommendations: Beyond the 5 stars (Part 1)", it gives a very nice account of the actual application of the 107 algorithms submitted as the winner solution to the…

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Added by Alex Guazzelli on May 7, 2012 at 10:54am — No Comments

Making Davenport’s "Competing on Analytics" real, and in real-time for data-savvy leaders?

In their Harvard Business School Press book “Competing on Analytics: The New Science of Winning,” published in February of 2007 Thomas H. Davenport and Jeanne G. Harris discuss three things as the basis of competition: efficient and effective execution, smart decision making, and the ability to wring every drop of value from business processes—all of which can be gained through sophisticated use of analytics. They argue that the frontier for using data to make decisions has shifted… Continue

Added by Ronald J. Ramos on April 22, 2009 at 12:32pm — No Comments

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