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What’s extra necessary, your information or your mannequin?
The 2 opponents stroll into the ring, every claims to have the higher hand. The info scientist pulls out a silver ruler, the deep studying developer pulls out a gleaming hammer — who will construct the perfect mannequin?
In my earlier positions, I’ve labored as each an information scientist and a deep studying algorithm developer. Should you ask me what the variations are between the 2, I’ve received to say that it is not clear-cut.
Each take care of information and machine studying fashions, and each use related success metrics and dealing rules.
So what makes them totally different?
I feel its the perspective.
I’ll be daring and generalize that from my expertise, deep studying builders (particularly junior ones) are likely to focus extra on the mannequin, whereas information scientists do the alternative — they analyze and manipulate the info such that nearly any mannequin will do the trick.
Or, ought to I dare to simplify it even additional and say that:
Deep Studying = Mannequin Oriented
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#Deep #Studying #Information #Science #Win #Benjamin #Bodner #Oct
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