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Deep learning goes further on data than machine learning

Deep learning may share some characteristics of traditional machine learning, but experienced users say it's really in a class by itself when it comes to model design and output.

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Case for interpretability in deep learning algorithms

A lack of transparency into how deep learning models work is keeping some businesses from embracing them fully, but there are ways around the interpretability problem.

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Role of a data scientist involves lots of dirty work

The role of a data scientist is often seen as one of today's most glamorous and exciting jobs, but behind the glitz and acclaim are a lot of toil and hard work.

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More IT pros in a data science state of mind

Data scientists aren't born -- they're made. IT pros from a wide range of backgrounds are working to gain the data science skills for which companies are looking.

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