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CS 301 - Machine Learning
Prof. Williams - Lecture 14
“...so gradient descent works by iteratively adjusting the model parameters in the direction that reduces the loss function. Think of it as rolling a ball downhill toward the lowest point...”
33:45 - 34:12Gradient Descent: An optimization algorithm used to minimize a function by iteratively moving in the direction of steepest descent...
Key concept: Gradient descent minimizes loss by adjusting parameters iteratively. Related: learning rate, convergence, local minima.
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