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Hiring a data scientist takes more than a resume review

Hiring a data scientist is hard enough given the shortage of candidates, but the subtle mix of skills required by the job can make hiring one even harder.

News

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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