AI | Machine Learning | Tech on Instagram: "Stochastic Gradient Descent (SGD) is an optimization method used to minimize a function, usually a loss function, to improve a model. Think of it like trying to get to the lowest point of a hill: the gradient represents the slope, telling you which direction to move to go down. Instead of looking at the entire hill (or dataset), SGD picks small random subsets of data at each step, calculating the gradient based on that subset. This makes updates faster
Instagramai.pathwayy
AI | Machine Learning | Tech on Instagram: "Stochastic Gradient Descent (SGD) is an optimization method used to minimize a function, usually a loss function, to improve a
Stochastic Gradient Descent (SGD) is a key concept in deep learning and machine learning. It's an optimization method that helps us minimize a function and improve a model. In this video, we'll explore how SGD works, and how it can be used to find the steepest downhill path. We'll cover the basics of gradient calculation, and how to use SGD to ...
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