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 Minor2 |
*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.
Academic Advising
CGS Requirements
Major Requirements
Continuation Requirements
Graduation Requirements
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