PhD Core Requirements

To demonstrate your breadth of knowledge in computer science, you are required to satisfy a set of core requirements. The cores are drawn from three broad areas of computer science: theory, systems, and artificial intelligence.

PhD students must complete six cores (18 credits) from courses on this page to satisfy the portfolio requirement. Students need to satisfy one core course in each of the three areas. In both theory and artificial intelligence areas, students must select one of two courses to meet the core requirement in each of those areas. You may select any course from the list of systems cores to satisfy a systems core. The remaining three cores may be any combination of core courses. A grade of B+ is required in each core to achieve PhD candidacy.

  • At least one of 601 or 611.
  • At least one of 682, 683 or 689.
  • At least one of a systems short list
  • Three other courses at the 600+ level not including 701, 701Y, or courses in the range 691-699, 791-799, 891-899 which  includes, but is not limited to [a long list of courses including courses currently listed under theory and AI groups]

Theory Cores

The Theory core requirement requires that you take or have waived COMPSCI 601 Computation Theory or COMPSCI 611 Advanced Algorithms; it is not possible to pass the Theory core without satisfying this part of the core. The following Theory core courses may be used to fulfill additional core requirements:

COMPSCI 613Advanced Logic in Computer Science
COMPSCI 651Optimization in Computer Science
COMPSCI 666Foundations Applied Cryptography
COMPSCI 690JAdvanced Cryptography
COMPSCI 648Quantum Information Systems
COMPSCI 614Randomized Algorithms

Systems Cores

The following classes may be used to complete systems core requirements:

COMPSCI 610Compiler Techniques
COMPSCI 620Advanced Software Engineering: Synthesis and Development
COMPSCI 621Advanced Software Engineering: Analysis and Evaluation
COMPSCI 630Systems
COMPSCI 631Programming Languages
COMPSCI 635Modern Computer Architecture
COMPSCI 645Database Design and Implementation
COMPSCI 653Advanced Computer Networking
COMPSCI 655Performance Evaluation
COMPSCI 660Advance Information Assurance
COMPSCI 661Secure Distributed Systems
COMPSCI 677Distributed and Operating Systems
COMPSCI 625Advanced Methods in HCI
COMPSCI 690RComputing for Human Movement Analysis
COMPSCI 654Advanced Wireless Network and Sensoring in IoT

Artificial Intelligence Cores

The AI core requirement requires that you take or have waived COMPSCI 683 Artificial Intelligence, COMPSCI 682 Neural Networks, or COMPSCI 689 Machine Learning; it is not possible to pass the AI core without satisfying this part of the core. The following Artificial Intelligence core courses may be used to fulfill additional core requirements:

COMPSCI 603Robotics
COMPSCI 646Information Retrieval 
COMPSCI 670Computer Vision
COMPSCI 674Intelligent Visual Computing
COMPSCI 682Neural Networks: Modern Intro
COMPSCI 683Intelligence Artificial
COMPSCI 685Advanced Natural Language Processing
COMPSCI 687Reinforcement Learning
COMPSCI 688Probabilistic Graphical Models
COMPSCI 689Machine Learning
COMPSCI 690DDeep Learning; NLP
COMPSCI 651Optimization in Computer Science

Scheduling Core Course Toward the Portfolio

The faculty encourages PhD students to get involved in research as soon as possible and do not want coursework to delay the start of research; for that reason, it is suggested that you take at most one core course per semester. The portfolio requirements are designed to reflect this recommendation.

At the time of your portfolio submission, you must have completed four core requirements, at least one in each area, and be enrolled in your fifth core.

Some students may prefer to take more than one core course at a time and should feel free to do so if their advisor agrees it makes sense. However, do not neglect the research aspect of your portfolio in doing so. Consult with other students to find out which core courses can easily be combined with others.

(Please do not lose track of other classes that you need to take to satisfy your course credit requirements. The faculty recommendation is meant to diffuse the generally more difficult core coursework, not to have you delay all coursework.)

Passing Out of a Core Requirement

In some circumstances, it may be possible to pass or test out of a core requirement on the basis of equivalent coursework at another institution. It may also be possible to substitute a different advanced course for a core requirement. Such approval will be based on the content of that course as it compares to the content of the parallel course taught in this college.

If you believe you should pass out of a core requirement, please download the form and contact the appropriate professor. The instructor will notify the GPD of his or her recommendation. If you are requesting a waiver of more than one core course, each professor must be aware of this and sign off on both waiver requests. The GPD will then determine whether or not to accept that recommendation. (Such recommendations are rarely declined.)

Note that passing out of a core requirement addresses the core requirement only—it does not absolve you from taking the corresponding credit hours. If you needed to take 18 credits and you passed out of one 3-credit core course, you still need to take 18 credits.