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The following is an excerpt from Humble Leadership:The Power of Relationships, Openness and Trust by Ed & Peter Schein. Organizations around the world are struggling with the increasing rate of change, the degree of global interconnectedness, multiculturalism, and the pace of technological advances. Climate change is accelerating.
As they grow and achieve success, businesses, non-profit organizations, and governmental bureaus all develop the processes by which they solve the problems that they face on a daily basis. America's technological superiority and unparalleled resources allowed it to obliterate the world's seventh largest army in a matter of weeks.
Alan Schein Photography/Getty Images. But you must also have the right data — lots of unbiased data, over the entire range of inputs for which one aims to develop the predictive model. Poor data quality is enemy number one to the widespread, profitable use of machine learning.
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