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What is a loss function?

A loss function is a function that calculates the difference between an estimate and the true value of some data. In machine learning, it is often called the “cost function” – a calculation of the cost of the prediction of a machine learning algorithm from some target value. It is used in optimization problems whereContinue reading “What is a loss function?”

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I aim to blog about concepts that I actually use for machine learning, data analysis, cloud infrastructure, or general programming. This page contains a collection of my tech guides or lessons that hopefully someone might find useful.

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