#gradient-descent
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Imagine processing data where one feature records age in years and another tracks income in thousands of dollars. How do you fairly compare them? This...
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...
