Many organizations are reluctant to create data science teams (internally or externally) because of information confidentiality and privacy concerns. It is dangerous to open the kimono to competition - disclosing high-value information about inner workings of the firm may cause significant damage. There is real fear of exposing valuable confidential information to data scientists who may leave…
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