• 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


  • Status: New
    New
    Status: Free Trial
    Free Trial
    A

    Arizona State University

    Professional Skills: Futures Thinking

    Skills you'll gain: Visionary, Cognitive flexibility, Brainstorming, Creative Thinking, Strategic Thinking, Open Mindset, Creative Problem-Solving, Forecasting, Ideation, Problem Solving, Overcoming Obstacles, Creativity, Innovation, Critical Thinking, Decision Making, Stress Management, Dealing With Ambiguity, Empowerment, Trend Analysis

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Thinking About Care

    Skills you'll gain: Caregiving, Health Care, Surveys, Socioeconomics, Social Justice, Economics, Policy, and Social Studies, Social Work, Sociology, Economics

    5
    Rating, 5 out of 5 stars
    ·
    12 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    A

    Arizona State University

    Professional Skills: Strategic Thinking

    Skills you'll gain: Data Storytelling, Influencing, Data Presentation, Strategic Thinking, Empathy, Visionary, Critical Thinking and Problem Solving, Strategic Decision-Making, Planning, Strategic Planning, Business Planning, Analytical Skills, Cognitive flexibility, Brainstorming, Leadership, Persuasive Communication, Creative Thinking, Data Analysis, Critical Thinking, Risk Management

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    A

    Arizona State University

    Professional Skills: Creative Thinking

    Skills you'll gain: Creative Thinking, Creative Problem-Solving, Brainstorming, Curiosity, Creativity, Problem Solving, Independent Thinking, Design Thinking, Innovation, Cognitive flexibility, Collaboration, Discussion Facilitation

    Beginner · Course · 1 - 4 Weeks

  • 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
    T

    Tecnológico de Monterrey

    Leadership and Critical Thinking

    Skills you'll gain: Critical Thinking, Organizational Leadership, Critical Thinking and Problem Solving, Positivity, Self-Awareness, Stress Management, Leadership, Independent Thinking, Resilience, Leadership Studies, Influencing, Motivational Skills, Business Ethics, Strategic Thinking, Personal Development, Leadership Development, Industrial and Organizational Psychology, Decision Making, Optimism, Overcoming Obstacles

    4.6
    Rating, 4.6 out of 5 stars
    ·
    366 reviews

    Advanced · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    T

    The University of Sydney

    Creative Thinking and Innovation

    Skills you'll gain: Creative Thinking, Creativity, Creative Problem-Solving, Innovation, Ideation, Design Thinking, Open Mindset, Strategic Thinking

    4.7
    Rating, 4.7 out of 5 stars
    ·
    77 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Statistical Thinking & Predictive Modeling

    Skills you'll gain: Descriptive Statistics, Data Analysis, Predictive Modeling, Predictive Analytics, Data Literacy, Statistical Modeling, Business Analytics, Statistical Hypothesis Testing, Exploratory Data Analysis, Data-Driven Decision-Making, Customer Analysis, Statistical Machine Learning, Data Science, Model Evaluation, Scikit Learn (Machine Learning Library), Statistical Analysis, Feature Engineering, Data Visualization, Statistical Inference, Supervised Learning

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Virginia

    Design Thinking: Discovery Tools

    Skills you'll gain: Design Thinking, Stakeholder Analysis, Journey Mapping, Human Centered Design, Stakeholder Engagement, Design Research, Persona Development, Value Engineering, User Research, Customer experience improvement, Qualitative Research, Strategic Thinking, Job Analysis, Consumer Behaviour, Innovation, Interviewing Skills

    4.7
    Rating, 4.7 out of 5 stars
    ·
    43 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Databricks

    Introduction to Computational Statistics for Data Scientists

    Skills you'll gain: Bayesian Statistics, Databricks, Sampling (Statistics), Statistical Modeling, Probability, Jupyter, Regression Analysis, Probability & Statistics, Statistical Analysis, Model Evaluation, Probability Distribution, Data Science, Markov Model, Statistics, Statistical Programming, Statistical Inference, Statistical Methods, Simulations, Data Visualization, Python Programming

    4
    Rating, 4 out of 5 stars
    ·
    109 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Columbia University

    Computational Methods in Pricing and Model Calibration

    Skills you'll gain: Regression Analysis, Derivatives, Financial Market, Statistical Methods, Market Data, Financial Modeling, Securities (Finance), Mathematical Modeling, Numerical Analysis, Equities, Model Optimization, Python Programming, Algorithms, Case Studies

    4.4
    Rating, 4.4 out of 5 stars
    ·
    44 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    A

    Alfaisal University | KLD

    التفكير الناقد | Critical Thinking

    Skills you'll gain: Critical Thinking, Critical Thinking and Problem Solving, Overcoming Obstacles, Analytical Skills, Problem Solving, Positivity, Learning Strategies, Creativity, Self-Motivation

    4.9
    Rating, 4.9 out of 5 stars
    ·
    1.1K reviews

    Intermediate · Course · 1 - 4 Weeks

1…101112…256

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

  • Professional Skills: Futures Thinking: Arizona State University
  • Thinking About Care: University of Colorado Boulder
  • Professional Skills: Strategic Thinking: Arizona State University
  • Professional Skills: Creative Thinking: Arizona State University
  • Computational and Graphical Models in Probability: Johns Hopkins University
  • Leadership and Critical Thinking: Tecnológico de Monterrey
  • Creative Thinking and Innovation: The University of Sydney
  • Statistical Thinking & Predictive Modeling: Coursera
  • Design Thinking: Discovery Tools: University of Virginia
  • Introduction to Computational Statistics for Data Scientists: Databricks

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