This is a named option within the Computer Sciences M.S.

Research specialty areas include artificial intelligence, computational biology, computer architecture, computer graphics, computer networks, computer security, database systems, human–computer interaction, numerical analysis, optimization, performance analysis, programming languages and compilers, systems research, and theoretical computer sciences. See the department website for faculty interests, research activities, courses, facilities, and degree requirements.

Fall Deadline December 15
Spring Deadline The program does not admit in the spring.
Summer Deadline The program does not admit in the summer.
GRE (Graduate Record Examinations) Required.
English Proficiency Test Every applicant whose native language is not English or whose undergraduate instruction was not in English must provide an English proficiency test score and meet the Graduate School minimum requirements (
Other Test(s) (e.g., GMAT, MCAT) n/a
Letters of Recommendation Required 3

Students with a strong background in computer sciences or a related field are encouraged to apply for admission. At a minimum, the applicant should have had some programming experience, including courses in data structures and machine organization, and should have had a year of college-level mathematics at the calculus level or above. Applicants are evaluated based on their previous academic record, GRE scores, letters of recommendation, and a personal statement. All applications must be submitted online. Admission is very competitive. For more information on admissions, visit the department website.

Contact with questions about admissions in the traditional M.S. or the Ph.D. programs.

Please see the Professional Master's Program admission page for professional program admissions information.

Graduate School Resources

Resources to help you afford graduate study might include assistantships, fellowships, traineeships, and financial aid. Further funding information is available from the Graduate School. Be sure to check with your program for individual policies and restrictions related to funding.

Program Resources

Funding is offered to about half of the students to whom admission is offered. Funding is usually in the form of fellowships, teaching assistantships, or research assistantships.  Because computer science skills are in demand, students who are admitted without funding are often able to find graduate assistantships  on campus.  The department website provides information on funding  options and offers suggestions for those who are admitted without department funding.

Minimum Graduate School Requirements

Review the Graduate School minimum academic progress and degree requirements, in addition to the program requirements listed below.

Named Option Requirements 


Face to Face Evening/Weekend Online Hybrid Accelerated
Yes No No No No

Mode of Instruction Definitions


Minimum Credit Requirement 30 credits
Minimum Residence Credit Requirement 16 credits
Minimum Graduate Coursework Requirement Half of degree coursework (15 out of 30 total credits) must be completed graduate-level coursework; courses with the Graduate Level Coursework attribute are identified and searchable in the university's Course Guide.
Overall Graduate GPA Requirement 3.00 GPA required.
Other Grade Requirements No other grade requirements.
Assessments and Examinations None.
Language Requirements No language requirements.

Required Courses

24 of the 30 credits must be for Computer Sciences courses numbered 400 or above, excluding COMP SCI 400 Programming III, such that:

  • at least 15 are core credits,1
  • none are for seminar courses,2
  • none are for individual instruction courses other than COMP SCI 790 Master's Thesis,3
  • the credits for COMP SCI 790 Master's Thesis are either
    • at most 3, all for a project for which a report has been filed with the department and approved by at least one full-time CS faculty member, or else
    • at most 6, all for a master's thesis that has been submitted as a departmental tech report and approved by a properly formed thesis committee.

Courses that are cross-listed with Computer Sciences are considered Computer Sciences courses for the purposes of this requirement. Non-Computer Sciences courses cannot be counted towards the credits, even though their syllabus may be similar to those of Computer Sciences courses.

Graduate School Policies

The Graduate School’s Academic Policies and Procedures provide essential information regarding general university policies. Program authority to set degree policies beyond the minimum required by the Graduate School lies with the degree program faculty. Policies set by the academic degree program can be found below.

Named Option-Specific Policies

Prior Coursework

Graduate Work from Other Institutions

No credits taken at other institutions are allowed to satisfy requirements.

UW–Madison Undergraduate

No credits from a UW–Madison undergraduate degree are allowed to satisfy requirements.

UW–Madison University Special

With program approval, students are allowed to count no more than 15 credits of coursework numbered 300 or above taken as a UW–Madison University Special student. Of the 15 credits of allowable prior course work a maximum of 6 credits are allowed for 300 level courses and COMP SCI 400. Coursework earned five or more years prior to admission to a master’s degree is not allowed to satisfy requirements.


At the end of any regular (nonsummer) semester, a student is considered to be making satisfactory academic progress (SAP) if the following conditions are all satisfied:

  • The student has completed at least 6 (if full load) or 3 (if part load) credits of approved courses during the semester.
  • The student has removed all Incomplete grades from any previous regular semester or summer session.
  • The student has passed any required exams and procedures within designated time limits.

Any graduate student who fails to make SAP during two consecutive regular semesters (fall and spring, or spring and fall) will be dismissed from the department at the end of the subsequent summer session. Any graduate student who fails to make SAP due to missed deadlines will be dismissed from the department at the end of the subsequent summer session.


Students are advised by the Computer Sciences Graduate Advising Committee. These advisors must formally approve the student's initial course plan, and the courses taken each semester.


15 credits

Time Constraints

Master’s degree students who have been absent for five or more consecutive years lose all credits that they have earned before their absence.

Grievances and Appeals

These resources may be helpful in addressing your concerns:

Students should contact the department chair or program director with questions about grievances.



Graduate School Resources

Take advantage of the Graduate School's professional development resources to build skills, thrive academically, and launch your career. 

Program Resources

The Department of Computer Sciences hosts many professional development opportunities including: job fairs, workshops, seminars, talks, employer information sessions, mentoring and student socials. The Department of Computer Sciences student organizations, Student-ACM (SACM) and  Women's ACM (WACM),  are active partners in providing professional development opportunities for computer sciences graduate students.

Faculty: Professors Remzi Arpaci-Dusseau (chair), Akella, A. Arpaci-Dusseau, R. Arpaci-Dusseau, Bach, Banerjee, Barford, Cai, Chawla, Doan, Ferris, Gleicher, Jha, Livny, van Melkebeek, Miller, Patel, Reps, Ron, Sankaralingam, Sohi, Swift, Wright, Zhu; Associate Professors  Mutlu, Sifakis; Assistant Professors Albarghouti, Chatterjee, D'Antoni, I. Diakonikolas, J. Diakonikolas, Gupta, Hsu, Koutris, Liang, Rekatsinas, Sinclair, Tzamos, Venkataraman, Yu. See also Faculty on the department website.