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.

University of Michigan
Skills you'll gain: Debugging, Data Analysis, Data Preprocessing, Numerical Analysis, Critical Thinking
Intermediate · Course · 1 - 4 Weeks

Politecnico di Milano
Skills you'll gain: Pedagogy, Digital pedagogy, Instructional Design, Educational Materials, Innovation, Learning Theory, Learning Strategies, Creativity, Planning, Problem Solving
Beginner · Course · 1 - 3 Months

Columbia University
Skills you'll gain: Image Quality, Image Analysis, Computer Vision, Photography, Color Theory, Computer Graphics, Digital Signal Processing, Semiconductors, Algorithms
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Markov Model, Engineering Analysis, Mathematical Modeling, Computational Thinking, Failure Analysis, Biological Engineering, Hazard Analysis, Simulations, Chemical Engineering, Model Evaluation, Applied Mathematics, Differential Equations, Probability
Build toward a degree
Intermediate · Course · 1 - 3 Months

University of Pennsylvania
Skills you'll gain: File I/O, Java Programming, Eclipse (Software), Java, Debugging, Integrated Development Environments, Object Oriented Programming (OOP), Data Structures, Development Environment, Software Design, Programming Principles, Problem Solving
Beginner · Course · 1 - 4 Weeks

The University of North Carolina at Chapel Hill
Skills you'll gain: Ideation, Innovation, User Feedback, Business Strategy, Creative Thinking, Product Development, Entrepreneurship, Competitive Analysis, Resource Management, Presentations, Customer Insights
Mixed · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Image Analysis, Scalability, Digital Signal Processing, C and C++, Distributed Computing, Computer Graphics, Data Processing, Performance Tuning, Hardware Architecture, Algorithms
Intermediate · Course · 1 - 3 Months

ESSEC Business School
Skills you'll gain: Design Thinking, Service Design, Ideation, Human Centered Design, Innovation, Public Administration, Brainstorming, Experimentation, Stakeholder Analysis, Stakeholder Engagement, Creativity, Drive Engagement, User Feedback, User Research, Organizational Change, Qualitative Research, Interviewing Skills
Beginner · Course · 1 - 4 Weeks

Erasmus University Rotterdam
Skills you'll gain: Social Justice, Liberal Arts, Systems Thinking, Creativity, Social Studies, Case Studies, Ethical Standards And Conduct, Research, Discussion Facilitation, Psychology, Qualitative Research
Intermediate · Course · 1 - 3 Months

DeepLearning.AI
Skills you'll gain: AI Product Strategy, Artificial Intelligence, Business Strategy, Team Building, Data Ethics, Data Science, Artificial Neural Networks, Machine Learning, Deep Learning, Social Impact, Sales, Writing
Beginner · Course · 1 - 4 Weeks

The University of Notre Dame
Skills you'll gain: Negotiation, Leadership Development, Change Management, Leadership, Strategic Leadership, Organizational Leadership, Business Ethics, Business Leadership, Critical Thinking and Problem Solving, Leadership and Management, Emotional Intelligence, Ethical Standards And Conduct, Industrial and Organizational Psychology, Self-Awareness
Beginner · Course · 1 - 4 Weeks

University of Leeds
Skills you'll gain: Innovation, Design Thinking, Intellectual Property, Ideation, Organizational Strategy, New Product Development, Human Centered Design, Business Transformation, Strategic Partnership, Business Strategy, Business Process
Beginner · Course · 1 - 4 Weeks