In this course, you’ll learn theoretical foundations of optimization methods used for training deep machine learning models. Why does gradient descent work? Specifically, what can we guarantee about ...

How do we know what life was like in the past? Hundreds of years ago, there were no smart phones or cameras. Many people couldn't read or write because they didn't go to school. Back then, only ...