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  • Computational Neuroscience

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


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    EDUCBA

    Build an Android Calculator App Using Kotlin

    Skills you'll gain: Interactive Design, User Interface (UI) Design, Android (Operating System), Application Development, Application Lifecycle Management, Mobile Development Tools, Build Tools, Event-Driven Programming, Data Validation

    Mixed Ā· Course Ā· 1 - 4 Weeks

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    U

    Universitat PolitĆØcnica de ValĆØncia

    Fundamentos TIC para negocios: Programación

    Skills you'll gain: Algorithms, Computer Programming, Programming Principles, Code Reusability, Web Applications, Debugging, Object Oriented Programming (OOP), Maintainability, Information Technology, Program Development, Other Programming Languages, Computational Logic, Object Oriented Design, Computational Thinking, Data Management, Databases

    Beginner Ā· Course Ā· 1 - 3 Months

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    Coursera

    Grow Trees & Powerful Ensembles

    Skills you'll gain: Classification And Regression Tree (CART), Model Deployment, Model Optimization, Decision Tree Learning, Predictive Modeling, Model Evaluation, Model Training, Predictive Analytics, Machine Learning Methods, Random Forest Algorithm, Applied Machine Learning, Data-Driven Decision-Making, Performance Tuning, Feasibility Studies, Scikit Learn (Machine Learning Library), Data Visualization, Performance Analysis, Statistical Methods, Cost Benefit Analysis, Performance Measurement

    Intermediate Ā· Course Ā· 1 - 4 Weeks

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    Coursera

    Probabilistic Graphical Models: A Compact Introduction

    Skills you'll gain: Bayesian Network, Bayesian Statistics, Network Model, Artificial Intelligence and Machine Learning (AI/ML), Decision Intelligence, Predictive Modeling, Markov Model, Statistical Modeling, Statistical Inference, Graph Theory, Sampling (Statistics), Algorithms

    Intermediate Ā· Course Ā· 1 - 4 Weeks

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    Logical Operations

    Tableau Desktop: Part 2

    Skills you'll gain: Tableau Software, Data Analysis, Data Visualization Software, Dashboard Creation, Spreadsheet Software, Data Presentation, Dashboard, Trend Analysis, Statistical Visualization, Data Visualization, Interactive Data Visualization, Microsoft Excel, Data Transformation, Predictive Analytics, Statistical Analysis, Forecasting, Microsoft PowerPoint, Microsoft Office, Productivity Software, Data Management

    Mixed Ā· Course Ā· 1 - 3 Months

  • U

    University of Huddersfield

    BSc Data Science

    Skills you'll gain: Linear Algebra, Graph Theory, Statistical Software, Computational Logic, Integral Calculus, Matplotlib, Probability & Statistics, Statistical Programming, Plot (Graphics), Calculus, R Programming, Differential Equations, Data Processing, Data Visualization Software, Applied Mathematics, Theoretical Computer Science, Logical Reasoning, General Mathematics, Advanced Mathematics, Mathematical Modeling

    Earn a degree

    Degree Ā· 1 - 4 Years

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    J

    Johns Hopkins University

    Foundations of Neural Networks

    Skills you'll gain: Responsible AI, Autoencoders, Model Training, Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Data Ethics, Model Optimization, Deep Learning, Artificial Neural Networks, Reinforcement Learning, Generative AI, Generative Adversarial Networks (GANs), Machine Learning Algorithms, Model Deployment, Generative Model Architectures, Debugging, Machine Learning Methods, Artificial Intelligence, Image Analysis, Unsupervised Learning

    4.5
    Rating, 4.5 out of 5 stars
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    24 reviews

    Intermediate Ā· Specialization Ā· 3 - 6 Months

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    Johns Hopkins University

    Principles of fMRI 1

    Skills you'll gain: Magnetic Resonance Imaging, Medical Imaging, Radiology, Statistical Methods, Research Design, Image Analysis, Neurology, Hemodynamics, Data Preprocessing, Regression Analysis, Statistical Analysis, Statistical Modeling, Spatial Analysis, Time Series Analysis and Forecasting, Research Methodologies, Statistical Inference, Statistics

    4.7
    Rating, 4.7 out of 5 stars
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    850 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • Status: Free Trial
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    J

    Johns Hopkins University

    Principles of fMRI 2

    Skills you'll gain: Magnetic Resonance Imaging, Data Analysis, Correlation Analysis, Image Analysis, Statistical Analysis, Advanced Analytics, Network Analysis, Medical Imaging, Regression Analysis, Psychology, Time Series Analysis and Forecasting, Neurology, Statistical Modeling, Statistical Methods, Statistical Inference, Dimensionality Reduction, Model Evaluation

    4.7
    Rating, 4.7 out of 5 stars
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    249 reviews

    Mixed Ā· Course Ā· 1 - 4 Weeks

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    Johns Hopkins University

    Introduction to Neurohacking In R

    Skills you'll gain: Magnetic Resonance Imaging, Medical Imaging, Image Analysis, Data Manipulation, R (Software), Neurology, R Programming, Radiology, Image Quality, Data Processing, Scientific Visualization, Data Preprocessing, Data Transformation, Histogram, Data Import/Export, File Management, Package and Software Management, Software Installation

    4.6
    Rating, 4.6 out of 5 stars
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    315 reviews

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • Status: Free Trial
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    P

    Packt

    Foundations of Deep Learning and Neural Networks

    Skills you'll gain: Artificial Neural Networks, Deep Learning, Convolutional Neural Networks, Image Analysis, Keras (Neural Network Library), Model Training, Tensorflow, Network Architecture, Artificial Intelligence, Model Optimization, Machine Learning, Linear Algebra

    Intermediate Ā· Course Ā· 1 - 3 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Advanced Neural Network Techniques

    Skills you'll gain: Autoencoders, Recurrent Neural Networks (RNNs), Deep Learning, Artificial Neural Networks, Reinforcement Learning, Generative AI, Generative Adversarial Networks (GANs), Generative Model Architectures, Unsupervised Learning, Responsible AI, Data Ethics, Markov Model

    4
    Rating, 4 out of 5 stars
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    7 reviews

    Intermediate Ā· Course Ā· 1 - 3 Months

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In summary, here are 10 of our most popular computational neuroscience courses

  • Build an Android Calculator App Using Kotlin:Ā EDUCBA
  • Fundamentos TIC para negocios: Programación:Ā Universitat PolitĆØcnica de ValĆØncia
  • Grow Trees & Powerful Ensembles:Ā Coursera
  • Probabilistic Graphical Models: A Compact Introduction:Ā Coursera
  • Tableau Desktop: Part 2:Ā Logical Operations
  • BSc Data Science:Ā University of Huddersfield
  • Foundations of Neural Networks:Ā Johns Hopkins University
  • Principles of fMRI 1:Ā Johns Hopkins University
  • Principles of fMRI 2:Ā Johns Hopkins University
  • Introduction to Neurohacking In R:Ā Johns Hopkins University

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