Understanding the Mathematics behind Gradient Descent
“Premature optimization is the root of all evil.” ― Donald Ervin Knuth Agile is a pretty well-known term in the software development process. The basic idea behind it is simple: build something quickly ➡️ get it out there ➡️ get some feedback ➡️ make changes depending upon... Read more
Understanding the 3 Primary Types of Gradient Descent
Understanding Gradient descent is important because it’s the most commonly used optimization method deployed in machine learning and deep learning algorithms. It’s used to train a machine learning model and is based on a convex function. Through an iterative process, gradient descent refines a set of... Read more