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1
Digging into data is great but the engineer in me desperately wants to spend some time in a statically typed language. Nothing is made explicit. Can I put that data frame into that ML library? I can! No idea why, though.
2
Also, if it doesn't, you get an error something like 5 levels down in the call stack because nobody does a thorough amount of parameter checking.