What is inductive bias?


Does making assumptions good for a training a model? In the realm of Machine learning and Artificial intelligence there are many biases like, selection bias, overgeneralization bias, sampling bias etc. In this article we are going to talk about inductive bias, without which learning will not be possible. In a dataset inorder to derive insights or predict outputs we should know what are we looking for. We should make some assumption with the data itself inorder to make learning possible, this is known as Inductive bias.

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