BS in Cognitive Science - Machine Learning and Neural Computation Specialization
University of California, San Diego
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.
What You'll Learn
ā¢ Design and analyze neural computational models to understand brain function and learning mechanisms ā¢ Apply machine learning techniques to interpret neuroimaging and electrophysiology data ā¢ Understand how neural circuits support cognition, perception, and decision-making ā¢ Develop programming skills in Python and related tools for neuroscientific data analysis
Typical Courses
1. Neural Networks and Deep Learning 2. Computational Neuroscience 3. Algorithms and Data Structures 4. Cognitive Psychology and Perception 5. Brain Imaging and Electrophysiology 6. Machine Learning for Neural Data Analysis
Career Paths
1. Machine Learning Engineer 2. Neuroscience Researcher 3. Data Scientist 4. AI Research Scientist
Machine Learning Engineer: $120,000 Neuroscientist/Researcher: $82,000 Data Scientist: $105,000 AI Research Scientist: $130,000