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Computational Thinking Courses

Computational thinking courses can help you learn problem decomposition, pattern recognition, algorithmic design, and abstraction techniques. You can build skills in logical reasoning, data analysis, and effective solution development across various applications, from programming to data science. Many courses introduce tools like Python, Scratch, and various simulation software, demonstrating how these skills can be applied to solve complex problems in fields such as artificial intelligence, robotics, and software development.

Popular Computational Thinking Courses and Certifications


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    U

    University of Washington

    Computational Neuroscience

    Skills you'll gain: Machine Learning Methods, Network Model, Electrophysiology, Supervised Learning, Machine Learning Algorithms, Artificial Neural Networks, Reinforcement Learning, Sensory Systems Analysis, Matlab, Mathematical Modeling, Network Analysis, Neurology, Recurrent Neural Networks (RNNs), Physiology, Biology, Differential Equations, Probability Distribution

    4.6
    Rating, 4.6 out of 5 stars
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    1.1K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Mind and Machine

    Skills you'll gain: Problem Solving, Agentic systems, Computational Thinking, Computer Vision, Game Theory, Image Analysis, Artificial Neural Networks, Statistical Modeling, Probability Distribution, Decision Intelligence, Convolutional Neural Networks, Logical Reasoning, Algorithms, Human Development, Behavioral Economics, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, AI literacy, Theoretical Computer Science, Psychology

    4.4
    Rating, 4.4 out of 5 stars
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    374 reviews

    Beginner · Specialization · 3 - 6 Months

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    U

    University of Glasgow

    Computational Thinking with JavaScript 4: Create & Deploy

    Skills you'll gain: Software Development Life Cycle, Program Development, Software Design, Application Design, Maintainability, Programming Principles, Computer Programming, Requirements Analysis, Functional Requirement, Program Management

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of California San Diego

    Computational Thinking for K-12 Educators Capstone

    Skills you'll gain: Algorithms, Programming Principles, Computational Thinking, Program Development, Computer Programming, Code Review, Software Documentation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of California, Davis

    Critical Thinking Skills for the Professional

    Skills you'll gain: Critical Thinking and Problem Solving, Problem Solving, Brainstorming, Critical Thinking, Independent Thinking, Constructive Feedback, Decision Making, Analysis, Self-Awareness, Collaboration

    4.8
    Rating, 4.8 out of 5 stars
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    1.3K reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    University of Virginia

    Design Thinking for Innovation

    Skills you'll gain: Design Thinking, Creative Problem-Solving, Ideation, Innovation, Creativity, Strategic Thinking, Thought Leadership, Case Studies, Human Centered Design, Open Mindset, Experimentation, Storytelling

    4.7
    Rating, 4.7 out of 5 stars
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    9.2K reviews

    Beginner · Course · 1 - 3 Months

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    U

    University of Michigan

    Leveraging GenAI to Develop Critical Thinking Skills

    Skills you'll gain: Critical Thinking, Critical Thinking and Problem Solving, Independent Thinking, AI literacy, Generative AI, Responsible AI, AI powered creativity, Decision Making, AI Personalization

    4.2
    Rating, 4.2 out of 5 stars
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    10 reviews

    Beginner · Course · 1 - 3 Months

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    T

    The Hong Kong University of Science and Technology

    Programming with Scratch

    Skills you'll gain: Animation and Game Design, Computational Thinking, Animations, Video Game Development, Programming Principles, Computer Programming, Storytelling, Game Design, Solution Design, Program Development, Coordination, Computer Programming Tools

    4.4
    Rating, 4.4 out of 5 stars
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    117 reviews

    Beginner · Course · 1 - 3 Months

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    T

    The University of Sydney

    Creative Thinking and Innovation

    Skills you'll gain: Creative Thinking, Creativity, Creative Problem-Solving, Innovation, Ideation, Cognitive flexibility, Design Thinking, Open Mindset, Strategic Thinking, Problem Solving

    4.8
    Rating, 4.8 out of 5 stars
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    87 reviews

    Beginner · Course · 1 - 4 Weeks

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    C

    Coursera

    Design Thinking for Innovators

    Skills you'll gain: Design Thinking, Business Transformation, Business Process, Human Centered Design, Service Design, Process Management, Business Solutions, Innovation, Creative Problem-Solving, Ideation, Creativity, Overcoming Obstacles, User Research, Organizational Change, User Feedback, Empathy

    4.5
    Rating, 4.5 out of 5 stars
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    60 reviews

    Beginner · Course · 1 - 4 Weeks

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    A

    Arizona State University

    Strategic Thinking

    Skills you'll gain: Strategic Thinking, Strategic Decision-Making, Complex Problem Solving, Decision Making, Contingency Planning, Analysis, Trend Analysis, Forecasting, Case Studies, Competitive Analysis, Risk Analysis, Data-Driven Decision-Making

    4.6
    Rating, 4.6 out of 5 stars
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    137 reviews

    Mixed · Course · 1 - 3 Months

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    I

    IIT Bombay

    Design Thinking and Innovation

    Skills you'll gain: Design Thinking, User Research, Ideation, Prototyping, Human Centered Design, Design Research, Research and Design, Product Design, Sustainable Business, Innovation, Brainstorming, User Centered Design, Creative Thinking, Empathy, User Feedback, Product Development, Case Studies, Cultural Responsiveness, Collaboration

    4.7
    Rating, 4.7 out of 5 stars
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    74 reviews

    Beginner · Course · 1 - 3 Months

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

  • Computational Neuroscience: University of Washington
  • Mind and Machine: University of Colorado Boulder
  • Computational Thinking with JavaScript 4: Create & Deploy: University of Glasgow
  • Computational Thinking for K-12 Educators Capstone: University of California San Diego
  • Critical Thinking Skills for the Professional: University of California, Davis
  • Design Thinking for Innovation: University of Virginia
  • Leveraging GenAI to Develop Critical Thinking Skills: University of Michigan
  • Programming with Scratch: The Hong Kong University of Science and Technology
  • Creative Thinking and Innovation: The University of Sydney
  • Design Thinking for Innovators: Coursera

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