Business and data exploration are an integral part of many platforms, offering a common ground for the vital collaboration between (citizen) data scientists and domain experts.
Citizen data science is now supported by a majority of vendors, bringing the power of machine learning within reach of nonexperts.
Expert model development often requires cutting-edge (open-source) techniques, for which many vendor platforms offer first-class support.
Operationalization is more critical than ever as organizations seek to scale their data science and machine learning, demanding tangible business value from projects.
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