On [DATE], American Public University System combined with Rasmussen University and Hondros College of Nursing to form a single higher education institution. American Public University System (System) now includes American Public University, American Military University, Rasmussen University, and Hondros College of Nursing. The System is accredited by the Higher Learning Commission and is a wholly owned subsidiary of American Public Education, Inc. (APEI). We are continuing to update our website to reflect our new structure.

ARIN450 - Artificial Intelligence Advance Topics

Course Details

Course Code: ARIN450 Course ID: 5577 Credit Hours: 3 Level: Undergraduate

This course explores advanced topics in artificial intelligence, focusing on advanced topics shaping the future of AI systems and artificial intelligence systems. Students examine scaling laws, computational power, and the role of inference-time compute in large language models, deep learning, and neural networks. Additional topics in artificial intelligence include reinforcement learning, edge computing, large datasets, expanding context windows, and emerging natural language processing capabilities. Through theoretical analysis and applied exploration, students gain knowledge of state of the art AI techniques, machine learning algorithms, and advanced applications across various industries and business applications. This advanced topics in artificial course equips learners with the tools, techniques, and insight needed to stay ahead of rapidly evolving emerging technologies in artificial intelligence. (Prerequisite: ARIN350)

Course Schedule

Registration Dates Course Dates Start Month Session Weeks
Registration03/30/2026 - 09/04/2026 Course Dates09/07/2026 - 11/01/2026 Start Month September SessionSummer 2026 Session D Weeks8 Week session
Registration04/27/2026 - 10/02/2026 Course Dates10/05/2026 - 11/28/2026 Start Month October SessionFall 2026 Session B Weeks8 Week session
Registration05/25/2026 - 10/30/2026 Course Dates11/02/2026 - 12/27/2026 Start Month November SessionFall 2026 Session I Weeks8 Week session
Registration06/29/2026 - 12/04/2026 Course Dates12/07/2026 - 01/31/2027 Start Month December SessionFall 2026 Session D Weeks8 Week session
Registration07/27/2026 - 01/01/2027 Course Dates01/04/2027 - 02/28/2027 Start Month January SessionWinter 2027 Session B Weeks8 Week session

Previous Syllabi

Not current for future courses.