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Machine Learning

Choosing the Right Gradient Descent: Batch vs Stochastic vs Mini-Batch Explained

In my previous post on gradient descent, I explained briefly what gradient descent means and what mathematical idea it holds. A basic gradient descent algorithm involves calculating derivatives of the…

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September 16, 2024
Choosing the Right Gradient Descent: Batch vs Stochastic vs Mini-Batch Explained
Mathematics for Machine Learning

Understanding Gradient Descent with example

"Optimization is at the heart of machine learning. It is the process of searching through a space of possible models to find one that performs well on a task. It…

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April 19, 2023
Understanding Gradient Descent with example
Photo by Codioful (formerly Gradienta) on Pexels.com

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