The following curriculum applies to MSAIE-IS students starting their INI program in the 2023-24 academic year (MS35 cohort).

Core Courses [99 units]

Artificial Intelligence CORE (42 UNITS):

• 14-763: Systems and Tool Chains for AI Engineering (12 Units)

• 24-788: Introduction to Deep Learning (6 Units)
• 24-784: Trustworthy and Ethical AI Engineering (12 Units)

• 12 units: Choose one:

• 18-661: Introduction to Machine Learning for Engineers
• 24-787: Machine Learning and Artificial Intelligence for Engineers (12 Units)

Information Security Core (36 UNITS): 

• 14-741: Introduction to Information Security (12 units)
• 14-795: AI Applications in Information Security (12 units)
• Choose one course from Additional Security Core course list** (12 units)

BUSINESS AND MANAGEMENT CORE (6 UNITS): 

• 14-789: AI in Business Modeling (6 units) 

NETWORKING CORE (12 UNITS):

• Choose one: 
  14-740: Fundamentals of Telecommunication Networks (12 units) 
  OR
  14-760: Advanced Real-World Data Networks (12 units) 

ACADEMIC AND PROFESSIONAL DEVELOPMENT 1 (3 UNITS):

• 14-601: INI Academic & Professional Development 1

Program Electives [24 Units]

Fulfilled by courses in INI, Electrical and Computer Engineering (ECE), School of Computer Science (SCS), Engineering & Public Policy (EPP), Entertainment Technology Center (ETC) or Integrated Innovation Institute (III), and/or approved courses in the Heinz College or Tepper School. Some exceptions apply.

Please note: depending on your study option, you may have additional requirements. Review the study option chart