Gradient Descent

# Gradient Descent: The Ultimate Guide to Machine Learning Optimization Gradient Descent. You've likely heard this term thrown around in the context of machine learning and deep learning. But what *is* it, really? And why is it so crucial for building intelligent systems? In essence, Gradient Descent is the workhorse behind training many machine learning models. It's the algorithm that allows models to *learn* from data by iteratively adjusting their internal parameters to minimize errors. T