Computational Neuroscience Courses
Computational neuroscience courses can help you learn neural modeling, data analysis techniques, and the principles of brain connectivity. You can build skills in programming with Python, statistical analysis, and using machine learning algorithms to interpret neural data. Many courses introduce tools like MATLAB and TensorFlow, that support simulating neural networks and analyzing large datasets, enabling you to apply your knowledge in both research and practical applications.
Popular Computational Neuroscience Courses and Certifications
Status: PreviewUniversity of Washington
Skills you'll gain: Supervised Learning, Network Model, Matlab, Machine Learning Algorithms, Artificial Neural Networks, Neurology, Computer Science, Reinforcement Learning, Computational Thinking, Bioinformatics, Mathematical Modeling, Physiology, Recurrent Neural Networks (RNNs), Biology, Linear Algebra, Statistical Methods, Information Architecture, Differential Equations, Probability Distribution
Status: Free TrialJohns Hopkins University
Skills you'll gain: Magnetic Resonance Imaging, Neurology, Medical Imaging, Diagnostic Radiology, Anatomy, Image Analysis, Data Analysis, X-Ray Computed Tomography, Data Manipulation, Radiology, Analytical Skills, Experimentation, Statistical Analysis, Biomedical Technology, Advanced Analytics, Network Analysis, R Programming, Data Processing, Research Design, Statistics
Status: Free TrialJohns Hopkins University
Skills you'll gain: Marketing Psychology, Influencing, Case Studies, Persuasive Communication, Advertising, Marketing Communications, Consumer Behaviour, Decision Making, Marketing Effectiveness, Neurology, Behavioral Economics, Marketing, Psychology, Anatomy
Status: PreviewHebrew University of Jerusalem
Skills you'll gain: Electrophysiology, Artificial Neural Networks, Neurology, Computer Science, Cell Biology, Physiology, Psychology, Basic Electrical Systems, Network Analysis, Computational Logic, Simulation and Simulation Software, Mathematical Modeling, Biology
Status: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Problem Solving, Computational Thinking, Computer Vision, Game Theory, Image Analysis, Probability, Artificial Neural Networks, Mathematical Modeling, Behavioral Economics, Convolutional Neural Networks, Algorithms, Human Development, Analytical Skills, Artificial Intelligence and Machine Learning (AI/ML), Computer Graphics, Artificial Intelligence, Psychology, Human Learning, Deep Learning, Theoretical Computer Science
Status: Free TrialJohns Hopkins University
Skills you'll gain: Research Design, Science and Research, Laboratory Research, Research Methodologies, Statistical Analysis, Data Collection, Data Analysis Software, Neurology, Psychology, Physiology, Magnetic Resonance Imaging, Electrophysiology, Image Analysis, Medical Equipment and Technology, Human Learning, Medical Imaging, Data Visualization Software, Functional Behavior Assessment, Statistical Inference
What brings you to Coursera today?
Status: Free TrialJohns Hopkins University
Skills you'll gain: Magnetic Resonance Imaging, Neurology, Medical Imaging, Diagnostic Radiology, Anatomy, Radiology, X-Ray Computed Tomography, Experimentation, Research Design, Biomedical Technology, Image Analysis, Physiology, Medical Terminology
Status: FreeUtrecht University
Skills you'll gain: Child Development, Human Development, Empathy & Emotional Intelligence, Speech Language Pathology, Systems Thinking, Pediatrics, Research, Neurology, Cultural Diversity
Status: Free TrialUniversity of California, Davis
Skills you'll gain: Social Network Analysis, Social Sciences, Network Analysis, Social Studies, Data Science, Machine Learning, Computational Thinking, Artificial Intelligence, Data Analysis, Simulations, Big Data, Digital Transformation, Predictive Modeling
Status: PreviewDuke University
Skills you'll gain: Psychology, Motion Graphics, Neurology, Color Theory, Visual Impairment Education, Vision Transformer (ViT), Biology, Physiology, Experimentation, Anatomy
Status: Free TrialUniversity of Cambridge
Skills you'll gain: Human Development, Psychology, Neurology, Child Development, Mental Health Diseases and Disorders, Anatomy, Physiology, Biology, Research
Status: PreviewPeking University
Skills you'll gain: Electrophysiology, Neurology, Anatomy, Cell Biology, Molecular Biology, Physiology, Biology, Laboratory Techniques, Scientific Methods, Research
What brings you to Coursera today?
In summary, here are 10 of our most popular computational neuroscience courses
- Computational Neuroscience:Â University of Washington
- Neuroscience and Neuroimaging:Â Johns Hopkins University
- Foundations of Neuroscience:Â Johns Hopkins University
- Synapses, Neurons and Brains :Â Hebrew University of Jerusalem
- Mind and Machine:Â University of Colorado Boulder
- Neuroscience Methods:Â Johns Hopkins University
- Fundamental Neuroscience for Neuroimaging:Â Johns Hopkins University
- Understanding child development: from synapse to society:Â Utrecht University
- Computational Social Science Methods:Â University of California, Davis
- Visual Perception and the Brain:Â Duke University
