BS in Cognitive Science – Machine Learning and Neural Computation

University of California, San Diego

This undergraduate specialization focuses on mathematical modeling of cognition and building intelligent systems, blending theoretical neuroscience with software engineering.

What You'll Learn

• Design and implement machine learning algorithms inspired by cognitive processes. • Model neural computation and brain-inspired architectures for AI systems. • Analyze probabilistic and statistical methods for cognitive data. • Apply reinforcement learning to simulate decision-making and behavior. • Integrate cognitive science theories with computational neural models.

Typical Courses

1. Introduction to Machine Learning 2. Neural Networks and Deep Learning 3. Computational Neuroscience 4. Cognitive Modeling 5. Probabilistic Models in Cognition 6. Reinforcement Learning and Decision Making

Career Paths

1. Machine Learning Engineer 2. AI Research Scientist 3. Data Scientist (Cognitive AI) 4. Computational Neuroscientist