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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


  • Status: Free Trial
    Free Trial
    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, Market Opportunities, Human Centered Design, Open Mindset, Experimentation, Storytelling, Growth Mindedness

    4.7
    Rating, 4.7 out of 5 stars
    ·
    9.2K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Mindware: Critical Thinking for the Information Age

    Skills you'll gain: Logical Reasoning, Data Analysis, Deductive Reasoning, Analytical Skills, Analysis, Experimentation, Critical Thinking, Data Literacy, Critical Thinking and Problem Solving, Statistical Methods, Bayesian Statistics, Science and Research, Research Design, Behavioral Economics, Decision Making, Cognitive flexibility, Regression Analysis, Statistical Inference, Forecasting, Adaptability

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.5K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    B

    Birla Institute of Technology & Science, Pilani

    Logic for Computer Science

    Skills you'll gain: Computational Logic, Logical Reasoning, Deductive Reasoning, Theoretical Computer Science, Analytical Skills, Programming Principles, Data Analysis, Computer Programming, Algorithms, Verification And Validation, Process Modeling, Software Development, Machine Learning

    Build toward a degree

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Creative Coding for Designers Using Python

    Skills you'll gain: Animations, Visualization (Computer Graphics), Computer Graphic Techniques, Simulations, Computer Graphics, Python Programming, Game Design, Object Oriented Programming (OOP), Scripting, Algorithms, Development Environment, Data Structures

    Advanced · Course · 1 - 3 Months

  • Status: Preview
    Preview
    P

    Peking University

    人群与网络

    Skills you'll gain: Graph Theory, Game Theory, Network Analysis, Social Network Analysis, Network Model, Computational Thinking, Bidding, Social Sciences, Socioeconomics, Advertising Sales, Market Dynamics, Sociology, Information Technology, Behavioral Economics, Economics, Market Analysis, Decision Making

    4.7
    Rating, 4.7 out of 5 stars
    ·
    114 reviews

    Mixed · Course · 3 - 6 Months

  • Status: Preview
    Preview
    T

    The University of Sydney

    Design-Led Strategy: Design thinking for business strategy and entrepreneurship

    Skills you'll gain: Design Thinking, Design Strategies, Strategic Thinking, Innovation, New Product Development, Business Modeling, Product Design, Service Design, Product Development, Business Strategy, Strategic Communication, Market Research, Corporate Strategy, Case Studies, User Research, User Feedback, Product Testing, Customer Insights

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.3K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    C Programming Projects for Games and System Development

    Skills you'll gain: Data Persistence, File I/O, C (Programming Language), Game Design, Programming Principles, Debugging, Data Store, Code Reusability, Data Modeling, Video Game Development, Computational Thinking, C and C++, System Programming, Data Integrity, File Management, Program Development, Application Development, Data Management, Data Storage, Animation and Game Design

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Algorithms, Data Collection, and Starting to Code

    Skills you'll gain: Computational Thinking, Data Collection, Microsoft Visual Studio, Program Development, C (Programming Language), Programming Principles, Algorithms, Microsoft Development Tools, Integrated Development Environments, Data Storage, Development Environment, Computer Programming, Mathematical Software

    4.6
    Rating, 4.6 out of 5 stars
    ·
    377 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    C

    Coursera

    Computational Fluid Mechanics - Airflow Around a Spoiler

    Skills you'll gain: Simulation and Simulation Software, Engineering Analysis, Finite Element Methods, Simulations, Engineering, Computer-Aided Design, Cloud Technologies, Engineering Design Process, Cloud Computing

    4.5
    Rating, 4.5 out of 5 stars
    ·
    391 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Computational Vision

    Skills you'll gain: Computer Vision, Image Analysis, Artificial Neural Networks, Convolutional Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Computational Thinking, Psychology, Human Factors

    4.4
    Rating, 4.4 out of 5 stars
    ·
    67 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Digital Thinking: Frameworks For Our Digital Reality

    Skills you'll gain: Digital Transformation, Machine Learning, digital literacy, AI literacy, Responsible AI, Digital Analysis, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Emerging Technologies, Ethical Standards And Conduct, Social Impact, Blockchain, Algorithms, Innovation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    15 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Data Analysis and Representation, Selection and Iteration

    Skills you'll gain: Computational Thinking, Data Analysis, Analysis, C and C++, C (Programming Language), Statistical Analysis, Data Presentation, Programming Principles, Computer Programming, Descriptive Statistics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    93 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Design Thinking for Innovation: University of Virginia
  • Mindware: Critical Thinking for the Information Age : University of Michigan
  • Logic for Computer Science: Birla Institute of Technology & Science, Pilani
  • Creative Coding for Designers Using Python: University of Michigan
  • 人群与网络 : Peking University
  • Design-Led Strategy: Design thinking for business strategy and entrepreneurship: The University of Sydney
  • C Programming Projects for Games and System Development: EDUCBA
  • Algorithms, Data Collection, and Starting to Code: University of Colorado System
  • Computational Fluid Mechanics - Airflow Around a Spoiler: Coursera
  • Computational Vision: University of Colorado Boulder

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