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The reason for this is that the parts of "Stanford" (an organization comprising tens of thousands of people) involved in each push are basically unrelated.

The paid-certificate program is run by the Stanford Center for Professional Development ("SCPD"), and is a trimmed down version of the online masters program. Costs here are high because courses are usually paid for by an employer investing in employee training; the SCPD program (like masters programs in general) is a profit center.

The db-class, ml-class, ai-class websites (and their video-only equivalents through openclassroom and classx) are being run by the professors who teach the classes, and the goal is education.

There isn't a "Stanford" policy on how online instruction should operate; just different members of a single club working independently.



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