• 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

    Università di Napoli Federico II

    Understanding Political Concepts

    Skills you'll gain: Political Sciences, Critical Thinking, Case Studies, Research, Social Sciences, Governance, Sociology, Interactive Learning, Public Administration, Research Methodologies

    4.8 stars, 31 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (31) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • T

    The University of Edinburgh

    Data Science in Stratified Healthcare and Precision Medicine

    Skills you'll gain: Precision Medicine, Bioinformatics, Biostatistics, Image Analysis, Medical Imaging, Process Modeling, Data Science, Applied Machine Learning, Data Ethics, Health Informatics, Machine Learning Methods, Statistical Modeling, Network Model, Statistical Methods, Data Analysis, Machine Learning, Natural Language Processing, Probability & Statistics, Clinical Documentation, Python Programming

    4.6 stars, 341 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (341) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • G

    Goodwill Industries International

    Client Intake, Assessments, Skill Analysis and Planning

    Skills you'll gain: Accountability, Recruitment, Client Services, Needs Assessment, Prospecting and Qualification, Gap Analysis, Goal Setting, Coaching, Recruitment Strategies, Community Outreach, Case Management, Critical Thinking, Overcoming Obstacles

    4.6 stars, 86 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (86) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    Automatic Data Processing, Inc. (ADP)

    Getting Started with U.S. Payroll Fundamentals

    Skills you'll gain: Payroll, Payroll Administration, Payroll Processing, Payroll Reporting, Payroll Tax, Labor Compliance, Compensation Management, Labor Law, Benefits Administration, Compensation and Benefits, Payment Systems, Employee Onboarding, Benefits Enrollment Processes, Income Tax, Tax Compliance, Problem Solving, Critical Thinking

    4.8 stars, 64 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (64) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • N

    New York University

    Guided Tour of Machine Learning in Finance

    Skills you'll gain: Supervised Learning, Machine Learning Methods, Model Evaluation, Applied Machine Learning, Statistical Machine Learning, Machine Learning, Statistical Methods, Artificial Neural Networks, Statistical Modeling, Predictive Modeling, Model Training, Scikit Learn (Machine Learning Library), Regression Analysis, Deep Learning, Tensorflow, Logistic Regression, Jupyter, Reinforcement Learning

    3.8 stars, 683 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.8 (683) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Sustainable Food Systems

    Skills you'll gain: Systems Thinking, Sustainable Systems, Sustainable Development, Nutrition Education, Food and Beverage, Nutrition and Diet, Sustainable Technologies, Environmental Issue, Water Sustainability, Economics, Energy and Utilities, Environment, Water Resources, Land Management, Manufacturing and Production, Environment and Resource Management, Natural Resource Management, Consumer Behaviour

    4.4 stars, 39 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.4 (39) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Colorado Boulder

    Transforming Communities

    Skills you'll gain: Systems Thinking, Needs Assessment, Sustainable Systems, Community Development, Sustainable Development, Corporate Sustainability, Community Outreach, Social Impact, Drive Engagement, Diversity and Inclusion, Organizational Change, Strategic Thinking, Initiative and Leadership, Adaptability, Stakeholder Engagement, Project Management, Relationship Building, Communication Strategies, Decision Making

    4.6 stars, 59 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (59) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    Deep Teaching Solutions

    Uncommon Sense Teaching: Part 2, Building Community and Habits of Learning

    Skills you'll gain: Lesson Planning, Critical Thinking, Classroom Management, Stress Management, Teaching, Student Engagement, Cognitive flexibility, Differentiated Instruction, Instructional Strategies, Pedagogy, Human Learning, Special Education, Behavioral Management, Learning Strategies, Disabilities, Learning Theory, Habit Formation

    4.9 stars, 134 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.9 (134) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Generative AI in Business

    Skills you'll gain: AI Integrations, AI Personalization, Generative AI, AI Product Strategy, Generative Model Architectures, AI Enablement, Data Integration, Customer experience strategy (CX), Strategic Thinking, Communication Planning, Innovation, Performance Analysis, Performance Measurement, Business Analysis, Project Risk Management, Project Performance, Solution Design, Business Strategies, Business Process Management, Decision Making

    4.8 stars, 142 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.8 (142) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Michigan

    AI for Mechanical Engineers

    Skills you'll gain: Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, AI powered creativity, Precision Medicine, Generative AI, Machine Learning, AI literacy, Artificial Intelligence, Machine Learning Algorithms, Transfer Learning, Biomedical Engineering, Control Systems, Model Optimization, Energy and Utilities, Image Analysis, AI Workflows, Robotics, Deep Learning, Medical Imaging

    4.5 stars, 210 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.5 (210) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    Dartmouth College

    Question Reality! Science, philosophy, a search for meaning

    Skills you'll gain: Computational Logic, Scientific Methods, Theoretical Computer Science, Logical Reasoning, Science and Research, Physics, Experimentation, Laboratory Experience, Physical Science, Deductive Reasoning, Artificial Intelligence, Computational Thinking, Mathematics and Mathematical Modeling, Simulations, Computer Science, AI literacy, Psychology, Liberal Arts, General Science and Research, Ancient History

    4.7 stars, 42 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (42) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Cape Town

    Writing your World: Finding yourself in the academic space

    Skills you'll gain: Writing, Writing and Editing, Editing, Culture, Literacy, Cultural Diversity

    4.7 stars, 262 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (262) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
1…949596…291

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

  • Understanding Political Concepts: Università di Napoli Federico II
  • Data Science in Stratified Healthcare and Precision Medicine: The University of Edinburgh
  • Client Intake, Assessments, Skill Analysis and Planning: Goodwill Industries International
  • Getting Started with U.S. Payroll Fundamentals: Automatic Data Processing, Inc. (ADP)
  • Guided Tour of Machine Learning in Finance: New York University
  • Sustainable Food Systems: University of Illinois Urbana-Champaign
  • Transforming Communities: University of Colorado Boulder
  • Uncommon Sense Teaching: Part 2, Building Community and Habits of Learning: Deep Teaching Solutions
  • Generative AI in Business: University of Michigan
  • AI for Mechanical Engineers: 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