Overfitting: the student who memorised past papersAhmed scored full marks on every past paper and still failed the board exam. His mistake is the most common way AI models fail too.AI basics
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Overfitting: the student who memorised past papersAhmed scored full marks on every past paper and still failed the board exam. His mistake is the most common way AI models fail too.
Gradient descent: lost in the Margalla fogHow do you find the lowest point of a hill when you cannot see anything? One careful step at a time, which is exactly how AI models learn.
Neural networks, explained by a chai apprenticeA boy learns to make the perfect cup by tasting, adjusting and tasting again. That is almost exactly how a neural network learns.