Introduction While vanilla gradient descent laid the foundation for modern machine learning, training deep neural networks requires more sophisticated optimization techniques. In this comprehensiv...

What is Gradient Descent? Gradient descent is the workhorse optimization algorithm behind most machine learning models. It’s an iterative method for finding the minimum of a function by following ...