MSAI Program Requirements

Please consult the latest for up-to-date course descriptions.

Core Courses (9 units)

  • CMPE 252 - Artificial Intelligence and Data Engineering (3 units)
  • CMPE 257 - Machine Learning (3 units)
  • ISE 201 - Math Foundations for Decision and Data Sciences (3 units)

Specialization Courses (6 units)

Complete at least 6 units from the same specialization.

Data Science (6 units)

  • CMPE 255 - Data Mining (3 units)
  • CMPE 256 - Advanced Data Mining (3 units)
  • CMPE 259 - Natural Language Processing (3 units)

Autonomous Systems (6 units)

  • CMPE 249 - Intelligent Autonomous Systems (3 units)
  • CMPE 258 - Deep Learning (3 units)
  • CMPE 260 - Reinforcement Learning (3 units)

Elective Courses (9 units)

Select 3 courses (9 units) from the list below. At least 3 units need to be from Area A course list. The remaining 6 units can be selected from either list.

Area A (at least 3 units)

  • CMPE 249 - Intelligent Autonomous Systems (3 units)
  • CMPE 255 - Data Mining (3 units)
  • CMPE 256 - Advanced Data Mining (3 units)
  • CMPE 258 - Deep Learning (3 units)
  • CMPE 259 - Natural Language Processing (3 units)
  • CMPE 260 - Reinforcement Learning (3 units)

Area B (up to 6 units)

  • CMPE 214 - GPU Architecture and Programming (3 units)
  • CMPE 217 - Human Computer Interaction (3 units)
  • CMPE 243 - Embedded Systems Applications (3 units)
  • CMPE 266 - Big Data Engineering and Analytics (3 units)
  • CMPE 281 - Cloud Technologies (3 units)
  • CMPE 297 - Special Topics in Computer/Software Engineering (3 units)
  • CMPE 298 - Special Problems (3 units)

Additional courses should be selected in consultation with the program advisor. 

Graduate Writing Requirement (3 units)

Students must pass the .

  • CMPE 294 - Computer Engineering Seminar (3 units) 

Culminating Experience (6 units)

All students must complete one of the following culminating experiences (thesis or project). Theses and projects are completed under the supervision of an advisor.

Masters Thesis (6 units)

A master’s thesis includes original research on a topic approved by the thesis committee and must meet university requirements as stipulated in this catalog and in the 91ÁÔÆæ Master’s Thesis and Doctoral Dissertation Guidelines. It undergoes a thorough review and revision process under the guidance of the candidate’s thesis committee chair with the assistance of the thesis committee.

  • CMPE 299A - Master's Thesis I (3 units)
  • CMPE 299B - Master's Thesis II (3 units)

Masters Project (6 units)

A master’s project is a research or development effort performed by a student individually on a topic chosen by mutual agreement between an advisor and the student. The choice of project topic is also approved by the Graduate Advisor. The individual student projects could be distinct components of a larger integrated project performed by a team of students. 

  • CMPE 295A - Master's Project I (3 units)
  • CMPE 295B - Master's Project II (3 units)