CDS: Data Science

Sample Pathway

Below is an example of a four-year plan of a College of General Studies student who intends to complete a Bachelor of Science in Data Science. Students will work with their CGS academic advisor and the CDS advising team to plan their own pathway to a BS in Data Science degree.

Current CGS sophomore students who are interested in switching to the Data Science major should refer to the CDS Electives page for guidance on selecting the appropriate electives to work towards this degree program.

Students will complete 128 units, with at least 641 units required for the major:

  • Statistics understanding through completing CAS MA 213 OR CAS MA 214 (recommended)
  • 10 DS courses that introduce and establish key concepts and competencies in programming, ethics, and mathematics through a data science lens
  • 4 DS electives in a chosen subject area that will allow students to gain breadth and depth beneficial to students’ choice of either a methodological focus or, for those wanting to prepare for a specific industry, in-the-field
  • A capstone to finalize your undergraduate education and demonstrate your skillsets in data science

1While students are encouraged to take CDS DS 100, those who do not will need to complete an additional DS elective or practicum(s) offered by CDS through Spark, for a total of 4 credit hours.

Gap Semester Recommended external course: Calculus I (equivalent to CAS MA 123)*
Note: Prior approval must be granted for all external coursework
Term 1 Term 2
First Year CGS HU 103
CGS RH 103
CGS SS 103
CDS DS 100
CGS HU 104
CGS RH 104
CGS SS 104
Sophomore Year CGS SS 201 
CGS NS 201
CDS DS 120
CDS DS 110
CGS HU 202
CGS NS 202
CDS DS 121
CDS DS 210
Junior Year CDS DS 122
CDS DS 310
CAS MA 214
Hub requirement OR Minor2
CDS DS 320
CDS DS 380
CDS DS Elective #1
Hub requirement OR Minor2
Senior Year CDS DS 340
CDS DS Elective #2
CDS DS Elective #3
Hub requirement OR Minor2
CDS DS5** (Capstone) OR CDS DS 490 (Directed Study)3
CDS DS Elective #4
Hub requirement OR Minor2
Hub requirement OR Minor

*This will depend on each student as an individual. Students who have experience and comfort in Calculus I topics should feel prepared to transition into CDS DS 120. Those who have yet to have exposure to this level of mathematics should speak with their CGS advisor and the CDS advising team for guidance.

2Students will enroll in courses to satisfy any remaining Hub requirements or, if Hub requirements are almost or already completed, ­­pursue a minor. Schedule an appointment with a CDS Advisor to discuss the purpose and benefits of a minor for students in CDS.

3There are many possibilities available to satisfy the CDS capstone requirement, which will be discussed often during regular advising appointments with the CDS advising team each­­ semester.

This is a sample pathway to be used in consultation with your CGS Academic Advisor.

It is subject to change according to course availability and individual circumstances.

Updated 06/04/2025