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
University of California San Diego
Skills you'll gain: Computational Thinking, Debugging, Programming Principles, Technical Communication, Computer Programming, Digital pedagogy, Event-Driven Programming, Cultural Responsiveness, Program Development, Data Structures, Graphical Tools
Princeton University
Skills you'll gain: Theoretical Computer Science, Data Structures, Computer Science, Computer Architecture, Computer Systems, Algorithms, Computer Programming, Computational Logic, Java Programming, Computer Hardware, Scalability
Duke University
Skills you'll gain: Debugging, File I/O, Memory Management, Programming Principles, Maintainability, Software Testing, Program Development, C (Programming Language), Algorithms, Test Planning, Simulations, Test Case, System Programming, Systems Development Life Cycle, Computer Programming, Data Structures, C and C++, Software Engineering, Problem Solving, Software Design
University of Colorado Boulder
Skills you'll gain: Problem Solving, Agentic systems, Computational Thinking, Computer Vision, Game Theory, Image Analysis, Artificial Neural Networks, Probability Distribution, Decision Intelligence, Behavioral Economics, Convolutional Neural Networks, Logical Reasoning, Algorithms, Human Development, Analytical Skills, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, AI literacy, Theoretical Computer Science, Psychology
Coursera
Skills you'll gain: Systems Thinking, Creative Thinking, Innovation, Systems Analysis, Complex Problem Solving, Analysis, Business Systems Analysis, Strategic Thinking, Critical Thinking, Organizational Change, Decision Making, Collaboration
University of Pennsylvania
Skills you'll gain: File I/O, Matplotlib, Object Oriented Design, Java, Object Oriented Programming (OOP), Data Analysis, Unit Testing, Pandas (Python Package), Java Programming, Eclipse (Software), Application Development, Data Visualization, Data Structures, Data Science, Data Cleansing, Debugging, Programming Principles, Computer Programming Tools, Python Programming, Computer Programming
Arizona State University
Skills you'll gain: Strategic Thinking, Visionary, Research, Influencing, Persuasive Communication, Strategic Decision-Making, Data Collection, Investigation, Proactivity, Negotiation, Business Strategy, Complex Problem Solving, Communication Strategies, Creative Thinking, Experimentation, Scientific Methods, Decision Making, Recognizing Others, Contingency Planning, Cognitive flexibility
University of California San Diego
Skills you'll gain: Debugging, Classroom Management, Diversity Awareness, Computational Thinking, Digital pedagogy, Education Software and Technology, Event-Driven Programming, Programming Principles, Animation and Game Design, Computer Programming, Brainstorming
University of California San Diego
Skills you'll gain: Algorithms, Programming Principles, Computational Thinking, Program Development, Computer Programming, Code Review, Software Documentation, Technical Communication, Creative Design
University of Colorado System
Skills you'll gain: Computational Thinking, C (Programming Language), Programming Principles, Computer Programming, Code Reusability, Data Storage
Stanford University
Skills you'll gain: Advanced Mathematics, Mathematical Theory & Analysis, Mathematics and Mathematical Modeling, Calculus, Mathematics Education, Deductive Reasoning, General Mathematics, Logical Reasoning
University of Virginia
Skills you'll gain: Brainstorming, Design Thinking, Innovation, Ideation, Stakeholder Analysis, Creative Thinking, User Research, Journey Mapping, Human Centered Design, Stakeholder Engagement, Design Research, Project Scoping, Planning, Persona Development, Design Strategies, Project Planning, Value Engineering, Experience Design, Strategic Thinking, Creativity
In summary, here are 10 of our most popular computational thinking courses
- Computational Thinking for K-12 Educators: Abstraction, Methods, and Lists:Â University of California San Diego
- Computer Science: Algorithms, Theory, and Machines:Â Princeton University
- Introductory C Programming:Â Duke University
- Mind and Machine:Â University of Colorado Boulder
- Systems Thinking Basics:Â Coursera
- Introduction to Programming with Python and Java:Â University of Pennsylvania
- Strategic Thinking for Everyone:Â Arizona State University
- Computational Thinking for K-12 Educators: Variables and Nested Loops:Â University of California San Diego
- Computational Thinking for K-12 Educators Capstone:Â University of California San Diego
- Abstraction, Problem Decomposition, and Functions:Â University of Colorado System
