Feature Engineering
topic on 2 shows · 5 statements across 5 episodes
5 statements about Feature Engineering, every show
Guu: Fundamental AI Advances May Make Agent Workflow Engineering Obsolete
“But it's quite possible that fundamental advances could come along and this kind of workflow hacking or workflow engineering could go the same way as feature engineering or specialized architectures.”
Alex Dean: Schematized data creation accelerates feature engineering and model training
“Because you're deliberately creating this data, because you're creating it in a very schematized way, it's much quicker to get to the feature Engineering, it's much quicker to get to the model training.”
Mason: Deep learning completely removes the need for domain feature engineering
“In deep learning, you're not doing feature engineering anymore. Nobody cares about what you know about the domain.”
LeCun: Deep learning automates feature engineering by integrating representation with classification
“And deep learning basically opens the possibility that you, to automate the process of feature engineering. So, it essentially learns to, It integrates the process of producing good representations with the process of learning a classifier in one fell swoop.”