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I'd argue that the majority of people in the AI/ML field professionally are self-taught or learned on the job.

Maybe in ML ops but researchers are very PhD dense.

Yep, everyone else on my current team has a PhD - and we never touch SQL either. (If you do, you may be doing ML Ops...)