Machine Learning, Optimization, Random Walk, Data Science, Gradient Descent.
brownian motion in physics to modeling the stock market in finance [2, 3]. Now that we have some understanding of the principles of random walks we’ll see how to apply them to gradient descent. At each stage of the gradient descent algorithm we now perform the following: 1) Choose a random