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
The Hong Kong University of Science and Technology
Skills you'll gain: Animation and Game Design, Computational Thinking, Animations, Computational Logic, Programming Principles, Computer Programming, Storytelling, Game Design, Solution Design, Program Development, Event-Driven Programming, Coordination, Computer Programming 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
University of Glasgow
Skills you'll gain: Software Development Life Cycle, Software Design, Web Development Tools, Application Design, Maintainability, Software Technical Review, Programming Principles, Functional Specification, Requirements Analysis, Program Management, Requirements Elicitation
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 Alberta
Skills you'll gain: Computational Thinking, Video Game Development, Game Design, Software Quality (SQA/SQC), Problem Solving, Programming Principles, Computer Programming, Program Development, Algorithms, Python Programming, Computer Science, Debugging, Test Planning, Functional Testing, Other Programming Languages
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
University of Colorado System
Skills you'll gain: Computational Thinking, C (Programming Language), Programming Principles, Computer Programming, Code Reusability, Data Storage
University of California, Davis
Skills you'll gain: Simulations, Social Sciences, Systems Thinking, Agentic systems, Computational Thinking, Social Impact, Sociology, Economics, Programming Principles, Experimentation, Artificial Intelligence and Machine Learning (AI/ML), Computer Programming
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
Hebrew University of Jerusalem
Skills you'll gain: Computer Architecture, Hardware Architecture, Computer Hardware, Computer Engineering, Computer Science, Computer Systems, Microarchitecture, Computational Logic, System Programming, Computer Programming, System Design and Implementation, Technical Design, Memory Management, Program Development, Verification And Validation
Stanford University
Skills you'll gain: Advanced Mathematics, Mathematical Theory & Analysis, Mathematics and Mathematical Modeling, Calculus, Mathematics Education, Deductive Reasoning, General Mathematics, Logical Reasoning
Arizona State University
Skills you'll gain: Strategic Thinking, Visionary, Research, Influencing, Persuasive Communication, Strategic Decision-Making, Data Collection, Investigation, Proactivity, Negotiation, Complex Problem Solving, Communication Strategies, Creative Thinking, Experimentation, Scientific Methods, Decision Making, Recognizing Others, Contingency Planning, Active Listening, Cognitive flexibility
In summary, here are 10 of our most popular computational thinking courses
- Programming with Scratch:Â The Hong Kong University of Science and Technology
- Computer Science: Algorithms, Theory, and Machines:Â Princeton University
- Computational Thinking with JavaScript 4: Create & Deploy:Â University of Glasgow
- Introductory C Programming:Â Duke University
- Problem Solving, Python Programming, and Video Games:Â University of Alberta
- Introduction to Programming with Python and Java:Â University of Pennsylvania
- Abstraction, Problem Decomposition, and Functions:Â University of Colorado System
- Computer Simulations:Â University of California, Davis
- Mind and Machine:Â University of Colorado Boulder
- Build a Modern Computer from First Principles: From Nand to Tetris (Project-Centered Course):Â Hebrew University of Jerusalem
