Perceptron: Building blocks of today's deep neural networks


Perceptron was the earliest and simplest mathematical model introduced for a biological neuron. Let us understand, the components of the perceptron one by one. Data points represented in the form of a vector is called feature vector. Suppose, we need to predict whether a person has heart disease or not given his daily physical activity, age, diet, educational qualification, and salary. It is very clear that educational qualification and salary have very little to do with whether a person is suffering from heart disease or not.

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