Minor (18 units)

Core requirements (14 units):

• ITP-115 “Programming in Python” (2 units)
      or ITP-116 "Accelerated Programming in Python" (2 units)
• ITP-259 “Basics of Artificial Intelligence” (4 units) [prerequisite: ITP-115 or ITP-116]
• ITP-359 “Applied Neural Networks” (4 units) [prerequisite: ITP-259]
• ITP-459 “Applied Machine Learning for Natural Language Processing” (4 units) [prerequisite: ITP-359]
•  

Elective (4 units):

• EIS-370 "Ethical Issues in Artificial Intelligence” (4 units) 
• ITP-429 “Introduction to Driverless Vehicles” (4 units) [prerequisite: ITP-115 or ITP-116]
• ITP-449 “Applications of Machine Learning” (4 units) [prerequisites: ITP-115 and ITP-249]
• ITP-469 “Applied Artificial Intelligence for Cybersecurity” (4 units) [prerequisite: ITP-125 and (ITP-115 or ITP-116)]
• PHIL-256 “Ethics, Technology and Value” (4 units)

Substitutions:

The following courses are also pre-approved electives for the minor. If you enroll in one of the following courses, please email our academic advisors so that they can update your STARS report. Substitution courses are not automatically applied to your minor requirements, so you will need to ask our academic advisors to make the change for you.

•  
• ITP-450 “High-Performance Computing in Applied Machine Learning” (2 units) [ITP-449 or DSCI-352 or MATH-449 or BUAD-425 or CSCI-467]

Specialization (10 units)

Core requirements (10 units):

• ITP-115 “Programming in Python” (2 units)
      or ITP-116 "Accelerated Python for Programmers" (2 units)
• ITP-259 “Basics of Artificial Intelligence” (4 units) [prerequisite: ITP-115 or ITP-116]
• ITP-359 “Applied Neural Networks” (4 units) [prerequisite: ITP-259]