Abstract
Workforce needs are changing. The number of job posts mentioning data analysis increased 50% in the last few years. There are now more people getting MBAs online than on campus. There are 39 million people in the U.S. with some college credit but no degree. There are new credentials and competitors. Google plans to enroll 20,000 learners in their certificate programs in the coming years.
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