Jun 17, 2024  
2019-2020 UMass Dartmouth Graduate Catalog 
2019-2020 UMass Dartmouth Graduate Catalog [Archived Catalog]

CIS 550 - Advanced Machine Learning

Credits 3
Requirements: Prerequisite: CIS 360 Algorithms & Data Structures or equivalent, or permission of instructorLecture
Advanced coverage of machine learning algorithms and applications to computer vision, data mining and social media. Specifically, the course focuses on data pre-processing, feature extraction, supervised/unsupervised learning, graphical model, deep learning, and other advanced machine learning topics. The course will also explore several real-world problems, e.g., visual detection/recognition, topics discovery, social media analytics using machine learning approaches.