Wine tasting is a fine art which enables classification of Wine.
The practice is quite varied based on region of origin and time. The classification varies based on vintage, sweetness, appellation, vinification styles, varietal or blend. Is it possible to teach something about the classification of different variety of wines to Neural Networks?
Well, I intend to do exactly that and get hands on with code as well.
In order to train a Neural Network on how to classify wine, we need to provide it a set of data labels that describes a variety of attributes that has real values for the attributes of wine. Since the training shall be supervised, we need to ensure the wine “classes” are also part of the training data so that we “teach” the Neural Nets about the attributes.