Understanding Inductive Bias in Machine Learning: Why It Matters

In machine learning, inductive bias is the set of assumptions a model uses to generalize beyond its training data. Think of it like the "gut feeling" of an algorithm — without it, a model wouldn’t know how to handle new inputs. From spam filters usin...