Eligibility to Declare by Semester of Admission
For students admitted to UC Berkeley prior to Fall 2023:
- All prerequisites to declare must be completed for a letter grade and passed with a 'C-' or higher. (See drop-down below for prerequisites.)
- Students must achieve a 2.0 Grade Point Average in Data 8, Linear Algebra, and Data Structures to be eligible to declare. The grades earned in Calculus I & II and Program Structures will not be factored into this GPA requirement.
- If a student chooses to take more than one upper-division course toward the major prior to declaring, they must have a minimum 2.0 Grade Point Average in all upper-division courses completed toward the major at the time of declaration.
- The Data Science major follows UC Berkeley policy on repeating courses; you may repeat a course only if you received a grade of D+, D, D-, F, or no pass (NP), and if you have taken the course only once before. You must repeat the course for a letter grade. Both grades will show on your transcript, but only your most recent grade will be calculated into your GPA for declaration of the major.
P/NP Exceptions
Based on changes to L&S policy, courses completed at UC Berkeley with a grade of Pass in Fall 2022 (due to the UAW strike), Spring 2020, Fall 2020, Spring 2021 and Summer 2021 (due to the Covid-19 instructional disruption) will count toward Data Science major requirements, including prerequisites to declare the major.
For students admitted to UC Berkeley Fall 2023 or Spring 2024:
First-years:
- First-year students admitted in Fall 2023 or Spring 2024 who selected Data Science on their admissions application have a guaranteed spot in the major subject to completing the prerequisites (see drop-down below) and maintaining good academic standing.
- First-year students admitted in Fall 2023 or Spring 2024 who did not select Data Science on their admissions application may apply to the major via comprehensive review (see drop-down below).
Find answers to frequently asked questions at the official CDSS FAQ page and the Data Science FAQ doc for First-Year Admits.
Transfers:
Transfer students who were not admitted directly to Data Science can apply no later than the end of your second semester in attendance following this criteria:
- All prerequisites to declare must be completed for a letter grade and passed with a 'C-' or higher. (See drop-down below for prerequisites.)
- Students must achieve a 2.0 Grade Point Average in Data 8, Linear Algebra, and Data Structures to be eligible to declare. The grades earned in Calculus I & II and Program Structures will not be factored into this GPA requirement.
- If a student chooses to take more than one upper-division course toward the major prior to declaring, they must have a minimum 2.0 Grade Point Average in all upper-division courses completed toward the major at the time of declaration.
- The Data Science major follows UC Berkeley policy on repeating courses; you may repeat a course only if you received a grade of D+, D, D-, F, or no pass (NP), and if you have taken the course only once before. You must repeat the course for a letter grade. Both grades will show on your transcript, but only your most recent grade will be calculated into your GPA for declaration of the major.
Find answers to frequently asked questions on the Data Science FAQ doc for Fall 2023 Transfer Admits.
For students admitted to UC Berkeley Fall 2024 or later:
- Students admitted to CDSS in Fall 2024 or later will be automatically enrolled in their selected major and do not need to follow declaration procedures outlined on this page.
- Students admitted in Fall 2024 or later who did not select Data Science on their admission application may apply to the major via comprehensive review (see drop-down below).
Prerequisites and Comprehensive Review
Not all students declaring Data Science will need to complete prerequisites prior to declaration. Please use the "Eligibility to Declare by Semester of Admission" tabs above to determine if this information is relevant to you.
Prerequisites to Declare
Requirement | Preferred Course | Alternate Course Options |
---|---|---|
*Foundations of Data Science |
Data C8 (also listed as CompSci/Stat/Info C8) |
Stat 20 (may not be combined with Engin 7 for the Program Structures requirement) |
Calculus I |
MATH 1A or N1A or approved high school exam credit |
MATH 10A or MATH 16A |
Calculus II |
MATH 1B or N1B or approved high school exam credit |
|
*Linear Algebra |
MATH 56 (offered as Math 91 in F22) or MATH 54/W54/N54 or STAT 89A |
PHYSICS 89 or EE/EECS 16A+16B (both required) |
Program Structures |
COMPSCI/DATA C88C (formerly COMPSCI 88) or COMPSCI 61A |
ENGIN 7 |
*Data Structures |
COMPSCI 61B or 61BL |
|
*Data 8, Linear Algebra, and Data Structures must be completed with an average GPA of 2.0 to declare the major. The Data Science BA accepts Advanced Placement, International Baccalaureate and A-Level exam credit for the calculus requirements only, per the UC Berkeley Math department guidelines. Exam credit is not accepted for the Domain Emphasis or other major requirements. |
Not all students declaring will do so through comprehensive review. Please use the "Eligibility to Declare by Semester of Admission" tabs above to determine if this information is relevant to you.
What factors will be considered in the comprehensive review process?
Criteria will include your academic performance as well as your motivation to pursue the Data Science major. We support the University of California policy on the value of diverse viewpoints, including academic and intellectual breadth. If you listed a different field as your primary interest when you applied to UC Berkeley, then you should explain why your interest has changed.
Keep in mind that in a holistic review process no single criterion is of primary importance, nor do you have to be exceptional in every dimension. We urge you not to take on multiple activities in the hope of strengthening your application. Just tell us your background and goals simply and honestly. We will be listening for your own unique voice.
What are the minimum classes required to take before applying to the Data Science major?
Before submitting your application to the Data Science major, you should have completed Data C8 (or Stat 20), and at least 1 additional course in calculus (Math 1A, 16A, 10A or 1B) or program structures (Data/CompSci C88C, CompSci 61A, or Engin 7). Approved transfer courses and/or exam credit may be counted, as outlined on the Data Science website.
Additionally, applicants should be on track to complete the lower-division classes by the end of their 5th semester.
What are the minimum grades to apply for the Data Science major?
There is no minimum grade or GPA required to apply to the Data Science major, and all interested students are encouraged to apply.
If you do not pass a class on the first attempt, you may repeat a class one time for credit toward your UC GPA.
If admitted to the Data Science major, all students must have a minimum C- or better in each course toward the major in order to declare and graduate, and must have a minimum 2.0 GPA overall in the major and in the upper-division courses in the major.
Review additional FAQs about the comprehensive review process.
When can I apply?
The application for the Data Science major is open from the 4th week of each term through the week after Finals, including during the Summer.
Please submit your application no earlier than the last 3 weeks of the term in which you will complete your prerequisites.
Major Declaration Form Availability
Spring 2024: February 5, 2024 - May 24, 2024
- First day to apply with prerequisites in progress in Spring 2024: April 22, 2024. Applications will be reviewed after final grades are available, so students should expect a reply in late May or in June.
Summer 2024: TBD - Due to the impending transfer of majors from L&S to CDSS which will take place during summer 2024, we don't yet know when the summer application will be available.
Students Admitted Prior to Fall 2023
Per L&S policy, declared students adding Data Science as a double major, or changing to the Data Science major, must declare before the first day of their final term in attendance. There is no deadline to declare Data Science as a single major.
Students Admitted to UC Berkeley in Fall 2023 or Spring 2024:
- New first-year students admitted in Fall 2023, if not admitted directly in the Data Science major, may apply to declare Data Science when the CDSS comprehensive review process is available.
- New transfer students admitted in Fall 2023 or Spring 2024, if not admitted directly in the Data Science major, may change to or add Data Science no later than the end of their second semester in attendance.
Students Admitted to UC Berkeley Fall 2024 or later:
- New students admitted in Fall 2024 or later, if not admitted directly in the Data Science major, may apply to declare Data Science when the CDSS comprehensive review process is available.
How do I apply?
Use the "Eligibility to Apply by Semester of Admission" tabs above to determine if you will apply using comprehensive review or prerequisites.
Applying through Comprehensive Review
The comprehensive review application is planned to open once a year, starting January 2025. Check back in Fall 2024 for more information about this new process.
Applying with Prerequisites
Choose from the drop-downs below whether you are declaring a single major, adding a double major, or changing colleges.
- Complete the Data Science BA worksheet and L&S Program Planning Sheet (no signatures required).
- Upload your completed forms via the application link below.
- Once your application has been approved, the change will be reflected on CalCentral.
Applications are typically processed within 10 business days after submission OR after your final prerequisite grades are available.
You do not need to meet with an advisor or obtain any advisor signatures on your forms prior to submitting them.
*If you are declared in the Data Science minor, you will be dropped from the minor when you declare or add the Data Science major, as students may not earn a major and minor in the same field.
- Complete the Data Science BA worksheet and either the L&S Double Major Application or Simultaneous Degrees Application (you may obtain advisor signatures from your other major first, but this is not required). Note: students applying to add Data Science as a second major with an L&S major should continue to use the L&S Double Major application form for Spring 2024, until the majors officially transfer into the College of CDSS in Summer 2024.
- Upload your completed forms via the application link below.
- Once your application has been approved, a Data Science Advisor will email you back with your signed forms. You will need to obtain any other required signatures and submit your completed packet to your College Advising office for final approval.
Applications are typically processed within 10 business days after submission OR after your final prerequisite grades are available.
You do not need to meet with an advisor or obtain any advisor signatures on your forms prior to submitting them.
*If you are declared in the Data Science minor, you will be dropped from the minor when you declare or add the Data Science major, as students may not earn a major and minor in the same field.
- Complete the Data Science BA worksheet, L&S Program Plan and the L&S Major Declaration form. No signatures are required.
- Upload your completed forms via the application link below.
- Once your application has been approved, a Data Science Advisor will email you back with your signed L&S Major Declaration. You will need to submit this with your completed Change of College application to the L&S College Advising office.
Applications are typically processed within 10 business days after submission OR after your final prerequisite grades are available.
You do not need to meet with an advisor or obtain any advisor signatures on your forms prior to submitting them.
*If you are declared in the Data Science minor, you will be dropped from the minor when you declare or add the Data Science major, as students may not earn a major and minor in the same field.
Need Advising?
Data Science advisors are available to help! Email us at ds-advising@berkeley.edu, or find out about our other advising services.