How gradient descent actually trains a model | ML interview
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YouTubeThe AI Round
How gradient descent actually trains a model | ML interview
'Training' a model is really one algorithm nudging parameters downhill. Gradient descent. It measures how wrong the model is (the loss), computes which direction lowers that loss (the gradient), and nudges every parameter a small step that way. Then repeats, millions of times. The loss is a surface over the parameters. The gradient points ...
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