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  • Computational Thinking

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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    T

    The University of Sydney

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

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

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

    Intermediate · Course · 1 - 3 Months

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    U

    University of Michigan

    Big Ideas in Programming: Expressing Yourself with Python

    Skills you'll gain: Creative Design, Data Structures, Programming Principles, Software Visualization, Python Programming, Computer Programming, Predictive Modeling, Algorithms, Computational Thinking, Debugging

    3.8
    Rating, 3.8 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 4 Weeks

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    H

    Howard University

    Capstone: Design Thinking for IS in Business

    Skills you'll gain: Design Thinking, Product Design, Business Solutions, Customer Insights, User Centered Design, Information Systems, Brainstorming, User Research, Ideation, Business Transformation, Digital Transformation, User Feedback, Product Testing

    4.8
    Rating, 4.8 out of 5 stars
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    12 reviews

    Intermediate · Course · 1 - 4 Weeks

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    U

    University of Michigan

    Creative Coding for Designers Using Python

    Skills you'll gain: Animation and Game Design, Visualization (Computer Graphics), Generative AI, Simulations, Computer Graphics, Python Programming, Creative Design, Object Oriented Programming (OOP), Algorithms, Data Structures

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of California San Diego

    Teaching Impacts of Technology: Relationships

    Skills you'll gain: Student Engagement, Algorithms, Diversity Awareness, K-12 pedagogy, Facebook, Instructional Strategies, Programming Principles, Data Storage, Software Engineering, Geographic Information Systems, Image Analysis, Lesson Planning, Computer Science, Theoretical Computer Science, Social Impact

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    J

    Johns Hopkins University

    Introduction to Social Computing

    Skills you'll gain: Responsible AI, Social Network Analysis, Driving engagement, Behavioral Economics, Network Analysis, Game Design, Social Sciences, Sociology, Artificial Intelligence, Systems Thinking, Research, Human Computer Interaction, Data Collection, Psychology

    Intermediate · Course · 1 - 3 Months

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    C

    Coursera

    OpenCL Programming

    Skills you'll gain: Distributed Computing, Scalability, Performance Tuning, C++ (Programming Language), System Programming, Computer Architecture, Hardware Architecture, Application Development, Algorithms, C (Programming Language), Open Source Technology, Program Development, Development Environment

    Beginner · Course · 1 - 4 Weeks

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    Northeastern University

    Data Structures & Algos: Software Development Skills

    Skills you'll gain: Algorithms, Theoretical Computer Science, Data Structures, Computational Thinking, Analysis, Computer Science, Performance Tuning, Software Development, Scalability

    Mixed · Course · 1 - 4 Weeks

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    C

    Coursera

    Algorithmic Solutions: Design, Problem Solving, Reporting

    Skills you'll gain: Algorithms, Technical Communication, Computational Thinking, Solution Design, Programming Principles, Software Design, Theoretical Computer Science, Data Structures, Problem Management, Mathematical Modeling, Computer Science

    4.4
    Rating, 4.4 out of 5 stars
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    26 reviews

    Beginner · Course · 1 - 4 Weeks

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    L

    LearnQuest

    Design Thinking for Human-Centered IoT Solutions

    Skills you'll gain: User Research, Usability Testing, Prototyping, Design Thinking, Ideation, Internet Of Things, User Experience Design, User Centered Design, Interaction Design, Human Centered Design, Persona Development

    4.3
    Rating, 4.3 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Computational Fluid Mechanics - Airflow Around a Spoiler

    Skills you'll gain: Simulation and Simulation Software, Engineering Analysis, Engineering, Prototyping, Computer-Aided Design, Cloud Computing

    4.5
    Rating, 4.5 out of 5 stars
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    382 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    R

    Rice University

    Principles of Computing (Part 1)

    Skills you'll gain: Combinatorics, Probability, Programming Principles, Program Development, Computational Thinking, Computer Programming, Object Oriented Programming (OOP), Development Testing, Software Testing, Applied Mathematics, Debugging, Algorithms, Python Programming, Game Design, Simulations

    4.7
    Rating, 4.7 out of 5 stars
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    584 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Design-Led Strategy: Design thinking for business strategy and entrepreneurship: The University of Sydney
  • Big Ideas in Programming: Expressing Yourself with Python: University of Michigan
  • Capstone: Design Thinking for IS in Business: Howard University
  • Creative Coding for Designers Using Python: University of Michigan
  • Teaching Impacts of Technology: Relationships: University of California San Diego
  • Introduction to Social Computing: Johns Hopkins University
  • OpenCL Programming: Coursera
  • Data Structures & Algos: Software Development Skills: Northeastern University
  • Algorithmic Solutions: Design, Problem Solving, Reporting: Coursera
  • Design Thinking for Human-Centered IoT Solutions: LearnQuest

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