What Is Feature Engineering?

feature engineering is basically any process that takes a raw representation of your data and produces a more compact representation. Today, a lot of feature ngerring comes from deeplying models where there is not a direct tie in between the coordinate of a vector to any sematically meaningful feature. The commercial viability of this and the availability of high quality, pre trained morals has completely unlocked and cannot changed the game.