Program Introduction
The undergraduate Data Science program at UC Berkeley provides a comprehensive education in data-driven problem solving by integrating computer science, statistics, information science, and domain-specific expertise. This interdisciplinary program is designed to develop students' abilities to collect, analyze, and interpret complex data and derive meaningful insights from it. Students acquire core skills in data analysis methodologies, algorithm development, statistical inference, data visualization, and interpretation. This program is designated as a STEM (Science, Technology, Engineering, and Mathematics) program, allowing international students to benefit from up to 36 months of Optional Practical Training (OPT) in the United States. A distinctive feature of UC Berkeley's Data Science program is the option for students to choose a Domain Emphasis in various areas such as economics, biology, environmental science, or humanities. This allows students to learn how to apply the technical capabilities of data science to specific academic disciplines or industry sectors. Additionally, the program emphasizes practical, hands-on education with real data and problems, with students gaining practical experience through various projects, internships, and research opportunities.
- Language of InstructionEnglish
- Program Length48 months
- Teaching MethodsOffline
- Foundational Mathematics and Computing: Calculus, Linear Algebra, Discrete Mathematics, Probability Theory, Computer Programming Fundamentals, Data Structures - Core Data Science Courses: Principles and Techniques of Data Science, Computational Thinking and Programming, Data Management, Statistical Inference - Advanced Methodologies: Machine Learning, Large-Scale Data Processing, Optimization, Artificial Intelligence, Natural Language Processing, Computer Vision - Domain Emphasis: Applications of data science in a student-selected specific academic or industry field - Project-Based Learning: Comprehensive projects using real datasets, team collaboration, presentation of results - Ethics and Social Impact Courses: Data Privacy, Algorithmic Bias, Ethical Decision Making, Social Responsibility in Data Science - Practical Skills Development: Data Visualization, Communication Skills, Project Management, Collaborative Tools - Field Experience Opportunities: Internships, Research Experiences, Industry Projects, Data Science Competitions
Data Scientist
$90,000 ~ $140,000
Data Analyst
$70,000 ~ $110,000
Machine Learning Engineer
$100,000 ~ $150,000
Business Intelligence Analyst
$75,000 ~ $120,000
| Intakes | Application Deadlines |
|---|---|
| 2025 Fall | 2024-11-30 |
Admission Requirement
- GPA3.8
80
6.5
- Online ApplicationRequired
- Official High School TranscriptRequired
- Personal Insight QuestionsRequired
Responses to 4 out of 8 questions in the UC application
- Activities and AwardsRequired
Emphasize participation and achievements in data science, computer programming, and mathematics-related activities
- Official English TranscriptRequired
- SAT/ACTOptional
Fees and Funding
$54,708/Year
$22,396/Year
$95