Understanding Gradients and Optimization Techniques , Loss Functions in Neural Networks
Mar 18, 2025 · 4 min read · What is a Gradient? A gradient measures how much a small change in a parameter (like a weight) affects the model's output. In neural networks, gradients guide how to adjust weights to minimize the error (loss). Intuition: Imagine standing on a hill—g...
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