The University of Texas Rio Grande Valley

INFS 6370 Foundations of Deep Learning

This course offers a comprehensive introduction to deep learning and its applications in artificial intelligence, integrating both theoretical foundations and practical applications. Students will explore essential concepts including convolutional neural networks (CNNs), unsupervised learning, generative adversarial networks (GANs), and more. Through a combination of lessons, quizzes, hands-on exercises, and a group project, students will develop expertise in applying deep learning techniques to solve complex problems in areas like image classification, object detection, and natural language processing. By the end of the course, students will be equipped to design deep learning solutions across a variety of industries, such as healthcare, e-commerce, insurance, transportation, and cybersecurity.

Credits

3

Schedule Type

Lecture

Grading Basis

Standard Letter (A-F)

Administrative Unit

Department of Information Systems

Offered

As scheduled