• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • 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


  • U

    University of California, Davis

    AI for Knowledge Workers

    Skills you'll gain: Prompt Patterns, Prompt Engineering, Generative AI, Anthropic Claude, Generative Model Architectures, AI literacy, Responsible AI, ChatGPT, AI powered creativity, Data Ethics, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Machine Learning, Deep Learning, Workforce Development, Information Privacy

    4.5
    Rating, 4.5 out of 5 stars
    ·
    190 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    Scrimba

    Frontend Developer Interview Practice

    Skills you'll gain: Pseudocode, Responsive Web Design, Computational Thinking, LinkedIn, Cascading Style Sheets (CSS), Front-End Web Development, React.js, HTML and CSS, Debugging, Algorithms, Interviewing Skills, UI Components, Professional Development, Web Presence, JavaScript Frameworks, Web Development Tools, Computational Logic, Web Development, Javascript, Software Development

    4.6
    Rating, 4.6 out of 5 stars
    ·
    41 reviews

    Intermediate · Specialization · 1 - 3 Months

  • S

    SkillUp

    UX/UI Design Fundamentals: Usability and Visual Principles

    Skills you'll gain: User Research, UI/UX Research, User Interface and User Experience (UI/UX) Design, User Interface (UI), User Experience, UI/UX Strategy, Persona (User Experience), User Centered Design, Usability, User Flows, User Interface (UI) Design, Responsive Web Design, Graphic and Visual Design, Interactive Design, Interaction Design, Layout Design, Design Elements And Principles, Typography, Prototyping

    4.1
    Rating, 4.1 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Michigan

    NumPy and Pandas Basics for Future Data Scientists

    Skills you'll gain: Debugging, Data Wrangling, Data Analysis, Data Transformation, Data Preprocessing, Numerical Analysis, Critical Thinking

    4.2
    Rating, 4.2 out of 5 stars
    ·
    13 reviews

    Intermediate · Course · 1 - 4 Weeks

  • V

    Vanderbilt University

    AI-assisted MATLAB Programming with ChatGPT

    Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, LLM Application, Large Language Modeling, Matlab, AI Personalization, Generative AI, Debugging

    4.9
    Rating, 4.9 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 4 Weeks

  • A

    Alfaisal University | KLD

    حل المشكلات بطريقة إبداعية | Creative Problem Solving

    Skills you'll gain: Problem Solving, Creative Problem-Solving, Root Cause Analysis, Creative Thinking, Creativity, Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    217 reviews

    Beginner · Course · 1 - 4 Weeks

  • T

    The University of Edinburgh

    برمج بنفسك! مقدمة حول البرمجة

    Skills you'll gain: Software Engineering, Code Reusability, Program Development, Video Game Development, Programming Principles, Software Development, Software Design, Event-Driven Programming, Computer Programming, Software Documentation, Software Testing, Computational Thinking, Game Design, Animations, Animation and Game Design

    4.6
    Rating, 4.6 out of 5 stars
    ·
    27 reviews

    Mixed · Course · 1 - 3 Months

  • M

    Macquarie University

    Create video, audio and infographics for online learning

    Skills you'll gain: Instructional Design, Multimedia, Presentations, Design Reviews, Peer Review, Visual Design, Graphic Design, Media Production, Creative Design, Photo/Video Production and Technology, Learning Strategies, Videography, Electronic Media, Communication Strategies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    108 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Caltech

    Getting started in cryo-EM

    Skills you'll gain: Specimen Preparation, Medical Imaging, Image Analysis, Specimen Processing, Cell Biology, Engineering, Scientific, and Technical Instruments, Laboratory Equipment, Laboratory Techniques, Digital Signal Processing, Scientific Visualization, 3D Modeling

    4.9
    Rating, 4.9 out of 5 stars
    ·
    272 reviews

    Mixed · Course · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    Financial Statements, SEC Filings and Ratio Analysis

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Financial Analysis, Financial Reporting, Critical Thinking, Financial Forecasting, Analytical Skills, Financial Data, Balance Sheet, Business Reporting, Financial Accounting, Accounting, Equities, Forecasting, Return On Investment, Income Statement, Annual Reports, Trend Analysis, Standard Accounting Practices, Business Valuation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    24 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    Unilever

    Using Data Analytics in Supply Chain

    Skills you'll gain: Data Governance, Data Storytelling, Data Presentation, Data Literacy, Presentations, Data Visualization, Supply Chain, Data Management, Supply Chain Management, Data Analysis, Data Analysis Software, Analytics, Data Visualization Software, Data Quality, Data Compilation, Analytical Skills, Data Cleansing, Data Synthesis, Risk Management, Problem Solving

    4.5
    Rating, 4.5 out of 5 stars
    ·
    93 reviews

    Beginner · Course · 1 - 3 Months

  • T

    The Museum of Modern Art

    Fashion as Design: Silhouettes and Icons

    Skills you'll gain: Creativity, Cultural Sensitivity, Cultural Diversity, Creative Thinking, Creative Design, Aesthetics, Visual Storytelling, Non-Verbal Communication, Social Impact, Liberal Arts, Creative Problem-Solving, Design Elements And Principles, Critical Thinking, Emotional Intelligence, Photography, Personal Development

    Beginner · Course · 1 - 4 Weeks

1…122123124…258

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

  • AI for Knowledge Workers: University of California, Davis
  • Frontend Developer Interview Practice: Scrimba
  • UX/UI Design Fundamentals: Usability and Visual Principles: SkillUp
  • NumPy and Pandas Basics for Future Data Scientists: University of Michigan
  • AI-assisted MATLAB Programming with ChatGPT : Vanderbilt University
  • حل المشكلات بطريقة إبداعية | Creative Problem Solving: Alfaisal University | KLD
  • برمج بنفسك! مقدمة حول البرمجة: The University of Edinburgh
  • Create video, audio and infographics for online learning : Macquarie University
  • Getting started in cryo-EM: Caltech
  • Financial Statements, SEC Filings and Ratio Analysis: University of Illinois Urbana-Champaign

Other topics to explore

Arts and Humanities
338 courses
Business
1095 courses
Computer Science
668 courses
Data Science
425 courses
Information Technology
145 courses
Health
471 courses
Math and Logic
70 courses
Personal Development
137 courses
Physical Science and Engineering
413 courses
Social Sciences
401 courses
Language Learning
150 courses

Coursera Footer

Skills

  • Accounting
  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • Human Resources (HR)
  • Microsoft Excel
  • Project Management
  • Python
  • SQL

Professional Certificates

  • Google AI Certificate
  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM AI Engineering Certificate
  • IBM AI Product Manager Certificate
  • IBM Data Science Certificate
  • Intuit Academy Bookkeeping Certificate

Courses & Specializations

  • AI Essentials Specialization
  • AI For Business Specialization
  • AI For Everyone Course
  • AI in Healthcare Specialization
  • Deep Learning Specialization
  • Excel Skills for Business Specialization
  • Financial Markets Course
  • Machine Learning Specialization
  • Prompt Engineering for ChatGPT Course
  • Python for Everybody Specialization

Career Resources

  • Career Aptitude Test
  • CAPM Certification Requirements
  • CompTIA A+ Certification Requirements
  • CompTIA Security+ Certification Requirements
  • Essential IT Certifications
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications
  • Share your Coursera learning story

Coursera

  • About
  • What We Offer
  • Leadership
  • Careers
  • Catalog
  • Coursera Plus
  • Professional Certificates
  • MasterTrack® Certificates
  • Degrees
  • For Enterprise
  • For Government
  • For Campus
  • Become a Partner
  • Social Impact
  • Free Courses
  • Udemy

Community

  • Learners
  • Partners
  • Beta Testers
  • Blog
  • The Coursera Podcast
  • Tech Blog

More

  • Press
  • Investors
  • Terms
  • Privacy
  • Help
  • Accessibility
  • Contact
  • Articles
  • Directory
  • Affiliates
  • Modern Slavery Statement
  • Do Not Sell/Share
Learn Anywhere
Download on the App Store
Get it on Google Play
Logo of Certified B Corporation
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok