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Bad pipeline means bad data, and bad data means bad model. Its as simple as that.
by monkeybutton 5y ago
Bad pipeline means bad data, and bad data means bad model. Its as simple as that.
- jacobr1 5y agoBad pipeline is too strong. But good enough pipeline + good enough models > bad pipeline + great model
- exdsq 5y agoMy wife is a researcher at Stanford doing some ML stuff and the constant painpoint isn't the researching of novel models or maths or whatever, it's the IT hell of managing a pipeline and data acquisition. I've helped her introduce things like Docker to the lab which seems to have helped but still - software engineering is a totally different skill that really hinders ML work.