This course offers a holistic and hands-on introduction to the fundamentals of mathematical optimization for machine learning and deep learning.

Many challenging problems in diverse areas such as computer vision, speech recognition, and machine language translation have recently made great progress by using an emerging technology called deep ...

AI is embedded in frontline diagnostics and decision-making systems. Machine learning models, trained on clinical datasets, ...

What is "Deep Learning"? Deep learning is a subset of machine learning, which itself is a branch of artificial intelligence (AI). It involves training artificial neural networks to learn and make ...

A new deep learning method called DLE-EM accelerates SEM imaging of geological materials by up to 16×, enabling large-scale, ...