Gradient Descent, Machine Learning, Neural Networks, Optimization, Linear Regression.
to the minimum of the cost function. It essentially controls the step size taken in each iteration of the gradient descent process. To better understand the impact of the learning rate, let’s consider two scenarios: a learning rate that is too small and a learning rate that is too large. Learning