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 ...

Ever since the turn of the century, the technological landscape associated with every industry has been ever-evolving. There are a wide variety of engineering disciplines which have surfaced and are ...

Researchers developed an AI-powered protein design method using Alphafold2 and gradient descent optimization. The approach allows precise tailoring of large proteins with desired properties, such as ...