Understanding Stochastic Gradient Descent: The Optimization Algorithm in Machine Learning
Machine learning algorithms rely on optimization algorithms to update the model parameters to minimize the cost function, and one of the most widely used optimization algorithms in machine learning is stochastic gradient descent. This algorithm has become increasingly popular due to its scalability and ability to handle large datasets. In this article, we will explore […]