Teaching Senior Engineers Is a Different Job
They are not missing information. They are carrying instincts that mostly transfer, and occasionally do not.
Placeholder article. Teaching machine learning to people with a decade of software experience is not a matter of pitching the same material faster.
What transfers
Decomposition, testing instincts, suspicion of magic. All of it useful.
What does not
Determinism. The expectation that a passing test means correctness. The habit of debugging by reading the code, when the bug is in the data.
Naming the second list explicitly is most of the job.
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