Artificial Intelligence, Machine Learning, Deep Learning, Neural Networks.
Source: Image by the author. Thankfully, again, these challenges are not encountered a lot in practice (which is pleasantly surprising) and functions like the mean squared error are convex by nature which plays to the advantage of gradient descent. Three types of Gradient Descents The primary