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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


  • P

    Packt

    Algorithmic Problem Solving

    Skills you'll gain: Cryptography

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Algorithms and Problem-Solving in JavaScript

    Skills you'll gain: Algorithms, Javascript, Data Structures, Theoretical Computer Science, Computational Thinking, Programming Principles, Performance Tuning, Debugging

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    Illinois Tech

    Bayesian Computational Statistics

    Skills you'll gain: Bayesian Statistics, Data Analysis, Statistical Inference, Regression Analysis, Data Analysis Software, Statistical Methods, Statistical Analysis, Statistical Modeling, Statistical Programming, Statistical Software, Sampling (Statistics), R (Software), R Programming, Numerical Analysis, Markov Model, Logistic Regression, Probability, Simulations, Model Evaluation, Probability Distribution

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    V

    Vanderbilt University

    Programming for a Networked World

    Skills you'll gain: Event-Driven Programming, Programming Principles, Computer Programming, Computational Logic, Distributed Computing, Computer Science, Computational Thinking, Computer Networking, Data Structures, Network Model, Natural Language Processing, Algorithms, Problem Solving, Geospatial Information and Technology

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Thinking About Care

    Skills you'll gain: Caregiving, Child Welfare, Long Term Care, Dignity in Care, Health Care, Surveys, Socioeconomics, Social Justice, Social Work, Sociology, Economics

    5
    Rating, 5 out of 5 stars
    ·
    13 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Computational Social Science Methods

    Skills you'll gain: Social Network Analysis, Social Sciences, Network Analysis, Data Science, Machine Learning, Machine Learning Methods, Computational Thinking, Economics, Policy, and Social Studies, Artificial Intelligence, Data Analysis, Social Impact, Simulations, Big Data, Data Collection, Scientific Methods, Digital Analysis, Digital Transformation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    356 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    P

    Packt

    Future Thinking

    Skills you'll gain: Strategic Thinking, User Feedback, Leadership, Organizational Strategy, Strategic Decision-Making, Team Building, Creative Thinking, Collaboration, Research, Product Improvement, Ideation, Planning, AI Enablement, Data-Driven Decision-Making, Employee Engagement

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    A

    Arizona State University

    Critical Thinking Strategies

    Advanced · Course · 1 - 4 Weeks

  • P

    Packt

    Disruptive Thinking

    Skills you'll gain: Sales Presentations, Growth Mindedness, Creativity, Case Studies, Communication Strategies, Program Implementation, Business Strategy

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Computational and Graphical Models in Probability

    Skills you'll gain: Network Analysis, Statistical Modeling, Bayesian Network, Applied Machine Learning, R (Software), R Programming, Social Network Analysis, Statistical Methods, Simulations, Network Model, Statistical Analysis, Probability & Statistics, Statistical Programming, Probability Distribution, Sampling (Statistics), Data Visualization, Machine Learning, Statistical Hypothesis Testing

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    A

    Arizona State University

    Creative Thinking

    Skills you'll gain: Creative Thinking, Creative Problem-Solving, Resourcefulness, Creativity, Curiosity, Strategic Thinking, Independent Thinking, Innovation, Decision Making, Collaboration

    4
    Rating, 4 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Developing a Systems Mindset

    Skills you'll gain: Systems Thinking, Stakeholder Management, Stakeholder Communications, Cross-Functional Collaboration, Planning, Project Planning, Strategic Leadership, Team Leadership, Strategic Thinking, Business Leadership, Team Building, Community Outreach, Business Systems, Community Development, Problem Solving, Organizational Strategy, Project Management, Relationship Building, Root Cause Analysis, Communication Strategies

    4.4
    Rating, 4.4 out of 5 stars
    ·
    181 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Algorithmic Problem Solving: Packt
  • Algorithms and Problem-Solving in JavaScript: Packt
  • Bayesian Computational Statistics: Illinois Tech
  • Programming for a Networked World: Vanderbilt University
  • Thinking About Care: University of Colorado Boulder
  • Computational Social Science Methods: University of California, Davis
  • Future Thinking: Packt
  • Critical Thinking Strategies: Arizona State University
  • Disruptive Thinking: Packt
  • Computational and Graphical Models in Probability: Johns Hopkins University

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