DATA515

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Advanced Machine Learning

Data ScienceComp & Info Sci InstructionalSchool of Computing and Information Sciences

Course Description

This advanced machine learning course is designed to provide students an in-depth exploration of advanced topics, techniques, algorithms, and applications in the field of machine learning. Through a combination of lectures, hands-on exercises and project-based learning, students will gain a comprehensive understanding of machine learning techniques and their applications across domains. Topics may include: training and fine-tuning neural networks, generative networks, natural language processing, latent space representations, and evaluating ethical considerations such as dataset quality and bias. Particular emphasis will be given to current events and recent advances in the field.

College/School

School of Computing and Information Sciences

Locations

Portland, Salem

Offering Cycle, by Year

All Years

Offering Cycle, by Semester

Summer Semester

Credit Hours Min

4
No Requirements