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# Why Do We Need a Perceptron Learning Algorithm?

## So, Now we are going to learn the Learning Algorithm of Perceptron.

### This algorithm converges when all the inputs are classified correctly on Training data set.

We can re-write the algorithm in a simple way – Let’s consider two Vectors → w and x. w = [ w0, w1, w2, …, wn ]       and        x = [ 1, x1, x2, …, xn ] w and x are two vectors. So, the Dot Product will be –