COURSE CURRICULUM

The Artificial Intelligence with Machine Learning graduate certificate program is structured over two semesters, offering courses in both in-person and online formats to accommodate various learning preferences. In Semester 1, students build foundational knowledge through courses such as Data Analytics (AIGC 5000), Mathematics for Machine Learning (AIGC 5001), and Machine Learning and Deep Learning (AIGC 5002). They also explore Machine Learning in Cloud Computing (AIGC 5003), Artificial Intelligence Project Management (AIGC 5004), and prepare for their capstone project with Artificial Intelligence Capstone Project Preparation (AIGC 5005), while developing career skills in Career Development in Artificial Intelligence (AIGC 5006). Semester 2 delves into advanced topics with courses like Advanced Deep Learning (AIGC 5500), Natural Language Processing (AIGC 5501), and Image Processing and Computer Vision (AIGC 5502). Students further study Artificial Intelligence for Business Decision Making (AIGC 5503) and Emerging Technologies in Artificial Intelligence (AIGC 5504), culminating in the Artificial Intelligence Capstone Project (AIGC 5505), where they apply their learning to real-world challenges. Each course is available in multiple formats, including in-person and online during the semester (Online S), providing flexibility. This program ensures comprehensive theoretical and practical knowledge, equipping students with the technical, managerial, and career skills necessary for success in the AI and machine learning fields.