2003 Data-driven Optimization Uncertainty 
Andrew White
APRIL 22, 2020
In this second phase executive leaders will need to make critical business decisions with even less data and with more uncertainty. AI and machine learning will help, along with other data and analytics capabilities. Cost optimization and short-term value generating activity will be explored. Data, analytics and AI.
The Unofficial Google Data Science Blog
DECEMBER 4, 2019
by THOMAS OLAVSON Thomas leads a team at Google called "Operations Data Science" that helps Google scale its infrastructure capacity optimally. Others argue that there will still be a unique role for the data scientist to deal with ambiguous objectives, messy data, and knowing the limits of any given model.
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