INTRODUCTION TO DEEP LEARNING FOR ROBOTICS

Catalog description

An elective course for engineering majors, this course introduces students to a special field of modern artificial intelligence: deep learning. Students will learn the backbones of the most popular AI products. Students will be introduced to the general functionalities and modules that power artificial neural networks. The course will progressively build students' understanding of deep learning from building the simple logistic regression model to generating contents using more advanced deep neural network architectures. The students will apply and implement knowledge for an autonomous driving vehicle.