A recent study shows that, up to 85% of trained machine learning models arenotdeployed. Clearly, there needs to be a close collaboration among data scientists, line of business, IT, and others to ensure that data science projects succeed (instead of being just a science fair project). Yet, we continue to see that the biggest gap is between data scientists and IT.
Here at Cisco, we are working on a detailed case study describing how sales orders arriving in the form of faxes (yes, it