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Model Parameter - What are model parameters and hyperparameters?


The parameters of a model are its internal workings; they are what the model learns from the data in order for it to recognize patterns. Contrarily, hyperparameters are the factors that control how the model is trained; they are not learnt from the data like parameters are, but they must be established before training begins.