A nonvolatile memory device includes; a memory cell array including a meta data region storing chip-level information, control logic identifying a target cell in response to a command, machine learning (ML) logic inferring an optimum parameter based on the chip-level information and physical information associated with the target cell applied as inputs to an artificial neural network model, and a buffer memory configured to store weight parameters of the artificial neural network model.