CSCI 176 - Applied Machine Learning and Artificial Intelligence

Credit(s): 4

This course delves into advanced techniques for integrating and deploying AI systems within organizational contexts. Students will develop expertise in connecting AI services with existing databases and applications, fine-tuning pre-built models for specific use cases, and implementing comprehensive workflow automation solutions. The course emphasizes practical deployment scenarios, system evaluation, and troubleshooting methodologies essential for maintaining robust AI implementations. (Spring Semester)

Course Learning Outcomes: Upon completion of the course, students will be able to

Integrate AI services with databases and applications.
Fine-tune and adapt prebuilt models.
Evaluate AI systems and perform troubleshooting.
Evaluate and analyze workflow automation with AI components.
Critically assess enterprise AI implementation considerations.
Critically assess ethical and societal impacts of advanced AI technologies.
Investigate and analyze model deployment processes for practical applications.