Coursera: Neural Networks and Deep Learning (Week 3) [Assignment Solution] - deeplearning.ai
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138K views · 931 reactions | Convolutions are mathematical operations at the heart of deep learning, especially within convolutional neural networks (CNNs). They operate by moving a small grid of numbers, known as a kernel or filter, across an input image to identify meaningful patterns like edges, textures, and shapes. At every position, the kernel multiplies its values with the corresponding pixels, then sums the results to produce a single number. Repeating this across the image creates a fea
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