• 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


  • L

    LearnQuest

    Application Programming Fundamentals

    Skills you'll gain: Software Design Patterns, Object Oriented Programming (OOP), Object Oriented Design, Computational Thinking, Programming Principles, Software Design, Algorithms, Software Architecture, Computer Programming, Python Programming, Model View Controller

    ★ 4.4 (38) · Beginner · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Teamwork and Creativity

    Skills you'll gain: Creative Thinking, Creativity, Ideation, Creative Problem-Solving, Brainstorming, Persuasive Communication, Cognitive flexibility, Teamwork, Team Oriented, Influencing, Communication, Team Collaboration, Communication Strategies, Collaboration, Storytelling, Decision Making

    ★ 4.7 (62) · Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Explainable AI: Scene Classification and GradCam Visualization

    Skills you'll gain: Model Evaluation, Keras (Neural Network Library), Deep Learning, Model Training, Convolutional Neural Networks, Image Analysis, Tensorflow, Computer Vision, Applied Machine Learning, Predictive Modeling, Spatial Data Analysis, Machine Learning, Data Preprocessing, Python Programming

    ★ 4.6 (59) · Intermediate · Guided Project · Less Than 2 Hours

  • S

    Scrimba

    Advanced JavaScript 1: Objects, Loops, Hoisting

    Skills you'll gain: Javascript, Code Reusability, Computational Logic, Programming Principles, Data Import/Export, Web Development

    ★ 4.5 (11) · Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Attention Mechanism

    Skills you'll gain: Model Optimization, Artificial Neural Networks, Machine Learning Methods, Deep Learning

    ★ 4.2 (50) · Advanced · Course · 1 - 4 Weeks

  • U

    University of Colorado System

    Queering the Schoolhouse: LGBTQ+ Inclusion for Educators

    Skills you'll gain: Curriculum Development, Education and Training, Diversity Training, Workplace inclusivity, Advocacy, Student Support and Services, Diversity Awareness, Diversity Equity and Inclusion Initiatives, Lifelong Learning, Cultural Responsiveness, Social Justice, Community Development

    ★ 4.7 (143) · Beginner · Course · 1 - 3 Months

  • I

    IBM

    Software Testing, Deployment, and Maintenance Strategies

    Skills you'll gain: Test Planning, Test Driven Development (TDD), Release Management, Software Testing, Behavior-Driven Development, Risk Management Framework, Risk Management, System Testing, Application Deployment, Software Quality Assurance, Software Development Life Cycle, CI/CD, Data Validation, Systems Analysis, Systems Thinking, Data Modeling, Product Lifecycle Management, Business Process Automation, Digital Transformation, Process Flow Diagrams

    ★ 4.8 (18) · Intermediate · Course · 1 - 4 Weeks

  • S

    Skillshare

    Kickstart Your Creativity with Procreate: Food & Plants

    Skills you'll gain: Creativity, Habit Formation, Computer Graphic Techniques, Graphics Software, Peer Review, Digital Design, Creative Thinking, Goal Setting, Creative Design, Design Software, Constructive Feedback, Apple software proficiency

    ★ 5 (7) · Mixed · Course · 1 - 4 Weeks

  • U

    University of Maryland, College Park

    Power Skills Essentials for Leading Project Teams

    Skills you'll gain: Emotional Intelligence, Conflict Management, Personal Attributes, Cognitive flexibility, Dealing With Ambiguity, Team Leadership, Organizational Change, Team Performance Management, Leadership and Management, Communication, Team Management, Resilience, Collaboration, Behavior Management, Team Building, Decision Making, Stress Management, Team Motivation, Psychology, Critical Thinking

    ★ 4.2 (12) · Beginner · Specialization · 3 - 6 Months

  • U

    University of Michigan

    Healthcare Strategy and Innovation

    Skills you'll gain: Health Informatics, Strategic Communication, Health Technology, Strategic Planning, Business Analysis Tools, Business Planning, Innovation, Telehealth, Organizational Strategy, Design Thinking, Business Strategies, Business Strategy, Strategic Leadership, Informatics, Health Care Administration, Emerging Technologies, Agile Methodology, Digital Transformation, User Centered Design

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Getting Started with Technology Startups

    Skills you'll gain: Design Thinking, Business Modeling, Entrepreneurship, Value Propositions, New Product Development, Market Opportunities, Ideation, Gap Analysis, Innovation, Technology Strategies, Strategic Thinking, New Business Development, Engineering Management, Technology Solutions, Market Analysis, Business Strategies, Business Strategy, Competitive Analysis, Sustainable Business, Engineering

    ★ 4.3 (40) · Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Advanced ITSM with ServiceNow: Optimizing IT Operations

    Skills you'll gain: ServiceNow, Information Technology Infrastructure Library, IT Service Management, Problem Management, Service Management, Information Technology Operations, Digital Transformation, Change Control, Configuration Management, IT Management, IT Automation, Change Requests, Automation, Problem Solving, Data Integration, Design, Order Fulfillment

    ★ 4.3 (11) · Beginner · Course · 1 - 4 Weeks

1…148149150…259

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

  • Application Programming Fundamentals: LearnQuest
  • Teamwork and Creativity: University of Illinois Urbana-Champaign
  • Explainable AI: Scene Classification and GradCam Visualization : Coursera
  • Advanced JavaScript 1: Objects, Loops, Hoisting: Scrimba
  • Attention Mechanism: Google Cloud
  • Queering the Schoolhouse: LGBTQ+ Inclusion for Educators: University of Colorado System
  • Software Testing, Deployment, and Maintenance Strategies : IBM
  • Kickstart Your Creativity with Procreate: Food & Plants: Skillshare
  • Power Skills Essentials for Leading Project Teams: University of Maryland, College Park
  • Healthcare Strategy and Innovation: University of Michigan

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