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Why you should care about debugging machine learning models

O'Reilly on Data

For all the excitement about machine learning (ML), there are serious impediments to its widespread adoption. Not least is the broadening realization that ML models can fail. And that’s why model debugging, the art and science of understanding and fixing problems in ML models, is so critical to the future of ML.

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Top 14 Must-Read Data Science Books You Need On Your Desk

datapine

In 2013, less than 0.5% The ever-evolving, ever-expanding discipline of data science is relevant to almost every sector or industry imaginable – on a global scale. Why You Need To Read Data Science Books. of all available data was analyzed, used, and understood. 3) “Advanced R” by Hadley Wickham.

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Thermo Fisher transforms its customer experience

CIO Business Intelligence

in 2013, Alfa Aesar in 2015, Affymetrix and FEI Co. With its business rapidly growing and customer expectations rising, Thermo Fisher Scientific is turning to machine learning and robotic process automation (RPA) to transform the customer experience. in 2016, and BD Advanced Bioprocessing in 2018.

IT 105
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Using DataOps to Drive Agility and Business Value

DataKitchen

If you were buying a piece of furniture via any channel, you expect that piece of furniture to show up at your house in really good shape. You expect it to work. You expect it not to be marred, etc. You want a quality piece of furniture to show up in your home, the first time, and only once. That doesn’t happen that often in terms of data.

Metrics 211
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How Big Data Impacts The Finance And Banking Industries

Smart Data Collective

A 2013 survey conducted by the IBM’s Institute of Business Value and the University of Oxford showed that 71% of the financial service firms had already adopted analytics and big data. It can come in handy when tracking, analyzing, and sharing metrics connected with employee performance. The Underlying Concept.

Big Data 145
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YouTube Marketing And Analytics: A Primer For Magnificent Success

Occam's Razor

According to Nielsen, YouTube reaches more US adults ages 18-34 than any cable network as of mid-2013. As of March 2013, one billion, (B!), One more thing to ponder… One hundred hours of video is uploaded into YouTube every single minute, as of May 2013. YouTube Marketing and Analytics Framework for Success.

Marketing 151
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What is ITIL? Your guide to the IT Infrastructure Library

CIO Business Intelligence

ITIL 4 contains seven guiding principles that were adopted from the most recent ITIL Practitioner Exam, which covers organizational change management, communication, and measurement and metrics. What is ITIL? The IT Infrastructure Library (ITIL) is an IT service management framework that outlines best practices for delivering IT services.

IT 105