University of California, San Diego
BS in Cognitive Science - Machine Learning and Neural Computation Specialization
How this program compares
Benchmark this program against our national recognition pages and use the key guides below to evaluate ROI, admissions difficulty, and outcomes.
Admission Snapshot
Typical admitted student: High school diploma or equivalent with a competitive GPA (3.5+) is required. Most UC San Diego applicants submit SAT/ACT scores, though scores are optional for some applicants. Demonstrated strength in mathematics and computer science coursework is expected.
About This Program
This interdisciplinary major offers a computational and mathematical approach to understanding the mind and building intelligent systems by combining insights from neuroscience, computer science, and psychology.
Career Outcomes
Enter AI Engineer career in Cross-Industry AI with machine learning focus
- 1. Machine Learning Engineer
- 2. Neuroscience Researcher
- 3. Data Scientist
- 4. AI Research Scientist
What You'll Learn
- Design and analyze neural computational models to understand brain function and learning mechanisms
- Apply machine learning techniques to interpret neuroimaging and electrophysiology data
- Understand how neural circuits support cognition, perception, and decision-making
- Develop programming skills in Python and related tools for neuroscientific data analysis
Curriculum Highlights
The program includes core studies in distributed cognition and neuroscience, alongside specialized electives in supervised machine learning, neural networks, and data science in practice.
Top Employers
Top employers include Google, Meta, OpenAI, academic research institutions, and pharmaceutical companies like Genentech and Pfizer that develop AI-driven neuroscience applications.
Admissions
High school diploma or equivalent with a competitive GPA (3.5+) is required. Most UC San Diego applicants submit SAT/ACT scores, though scores are optional for some applicants. Demonstrated strength in mathematics and computer science coursework is expected.
Application Materials
- Statement of Purpose: Required
- Letters of Recommendation: 2–3
- Resume: Optional
- Transcripts: Official transcripts required
Academic Requirements
- Degree Required: Bachelor of Science (BS)
- GRE/GMAT: Not Required
- TOEFL/IELTS: Required for international students (TOEFL 80+ / IELTS 6.5+)
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