#gradient-descent
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Have you ever wondered how neural networks learn? Have you ever wondered how your smartphone recognizes your face or how virtual assistants understand...
Have you ever spent days fine-tuning a deep learning models, only to see no difference on its performance? A couple days ago, I was helping a friend...
In the realm of neural networks, one parameter stands tall among the rest, significantly influencing the training process - the batch size. Although...
Introduction Activation functions are key pieces in the world of deep learning. They introduce non-linearity into neural networks, enabling them to...
Introduction Have you ever trained a machine learning model only to find it performs poorly on new data? This is a common challenge in machine...
Gradient descent methods represent a mountaineer, traversing a field of data to pinpoint the lowest error or cost. They are crucial in training...
