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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


  • Status: New
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    University of Pittsburgh

    Linear Algebra and Regression Fundamentals for Data Science

    Skills you'll gain: NumPy, Matplotlib, Linear Algebra, Pandas (Python Package), Data Manipulation, Applied Mathematics, Python Programming, Data Analysis, Data Science, Regression Analysis, Data Visualization Software, Mathematics and Mathematical Modeling, Probability & Statistics, Numerical Analysis, Mathematical Modeling, Machine Learning, Computational Logic, Logical Reasoning

    Build toward a degree

    Beginner · Course · 1 - 4 Weeks

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    The Chinese University of Hong Kong

    离散优化算法篇 Solving Algorithms for Discrete Optimization

    Skills you'll gain: Operations Research, Process Improvement and Optimization, Process Optimization, Algorithms, Complex Problem Solving, Mathematical Modeling, Data Transformation, Computational Logic, Operational Efficiency, Performance Tuning, Business Logic, Programming Principles, Theoretical Computer Science, Linear Algebra

    Intermediate · Course · 1 - 4 Weeks

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    University of Washington

    Communicating Data Science Results

    Skills you'll gain: Data Ethics, Data Presentation, Data Storytelling, Data Visualization Software, Data Governance, Big Data, Technical Communication, Cloud Computing, Amazon Web Services, Information Privacy, Ethical Standards And Conduct, Scalability

    3.4
    Rating, 3.4 out of 5 stars
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    142 reviews

    Mixed · Course · 1 - 4 Weeks

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    Icahn School of Medicine at Mount Sinai

    Big Data Science with the BD2K-LINCS Data Coordination and Integration Center

    Skills you'll gain: Bioinformatics, Interactive Data Visualization, Supervised Learning, Machine Learning, Big Data, Data Science, Data Integration, Unsupervised Learning, Molecular Biology, Data Analysis, Metadata Management, Cell Biology, Application Programming Interface (API), Restful API

    4.8
    Rating, 4.8 out of 5 stars
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    26 reviews

    Intermediate · Course · 3 - 6 Months

  • C

    Coursera

    Gen AI for Software Development: Code Generation for Python

    Skills you'll gain: Prompt Engineering, Generative AI, Development Environment, Computational Thinking, Program Development, Software Development, Python Programming, Game Design, Debugging

    4.1
    Rating, 4.1 out of 5 stars
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    11 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Coursera

    TypeScript Control Structures

    Skills you'll gain: TypeScript, Scripting, Web Development Tools, Scripting Languages, Programming Principles, Computational Thinking, Computer Programming

    4.6
    Rating, 4.6 out of 5 stars
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    19 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    University of Illinois Urbana-Champaign

    Getting Started with CyberGIS

    Skills you'll gain: Geospatial Information and Technology, Geographic Information Systems, Apache Hadoop, Spatial Data Analysis, Geospatial Mapping, Spatial Analysis, Big Data, Matplotlib, Data Processing, Computational Thinking, Distributed Computing, Data Manipulation, Python Programming

    4.2
    Rating, 4.2 out of 5 stars
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    30 reviews

    Beginner · Course · 1 - 3 Months

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    Deep Teaching Solutions

    Speak Freely, Think Critically: The Free Speech Balance Act

    Skills you'll gain: Conflict Management, Interpersonal Communications, Emotional Intelligence, Open Mindset, Cultural Diversity, Responsible AI, Media and Communications, Critical Thinking, Innovation, Social Studies, Neurology, Political Sciences, Psychology

    4.9
    Rating, 4.9 out of 5 stars
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    15 reviews

    Beginner · Course · 1 - 4 Weeks

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    International Institute of Information Technology, Hyderabad

    Introduction to Computer Organization

    Skills you'll gain: System Programming, Performance Tuning, C (Programming Language), Computational Logic, Numerical Analysis, Algorithms, Debugging

    Intermediate · Course · 1 - 4 Weeks

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    IIMA - IIM Ahmedabad

    Happiness Skills

    Skills you'll gain: Mindfulness, Self-Awareness, Personal Development, Stress Management, Compassion, Mental Health, Optimism, Emotional Intelligence, Resilience, Relationship Building, Psychology, Empathy, Cognitive flexibility, Cultural Responsiveness, Physiology

    4.8
    Rating, 4.8 out of 5 stars
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    12 reviews

    Intermediate · Course · 1 - 3 Months

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    Codio

    Java: Algorithms

    Skills you'll gain: Algorithms, Data Structures, Java, Theoretical Computer Science, Computer Programming, Computational Thinking

    3.4
    Rating, 3.4 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Solidity Mastery: Foundations to Advanced Smart Contracts

    Skills you'll gain: Web Applications, Computational Logic, Software Development Tools, Business Logic, Application Programming Interface (API), Vulnerability Assessments, Program Development, System Programming, Scalability

    4.7
    Rating, 4.7 out of 5 stars
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    9 reviews

    Intermediate · Specialization · 1 - 3 Months

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

  • Linear Algebra and Regression Fundamentals for Data Science: University of Pittsburgh
  • 离散优化算法篇 Solving Algorithms for Discrete Optimization: The Chinese University of Hong Kong
  • Communicating Data Science Results: University of Washington
  • Big Data Science with the BD2K-LINCS Data Coordination and Integration Center: Icahn School of Medicine at Mount Sinai
  • Gen AI for Software Development: Code Generation for Python: Coursera
  • TypeScript Control Structures: Coursera
  • Getting Started with CyberGIS: University of Illinois Urbana-Champaign
  • Speak Freely, Think Critically: The Free Speech Balance Act: Deep Teaching Solutions
  • Introduction to Computer Organization: International Institute of Information Technology, Hyderabad
  • Happiness Skills: IIMA - IIM Ahmedabad

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