Basic familiarity with deep learning, including convolutional neural networks, LSTMs, and attention mechanisms, understand essential deep learning framework including tensorFlow and pyTorch. Study of ...

Start working toward program admission and requirements right away. Work you complete in the non-credit experience will transfer to the for-credit experience when you ...

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 ...