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 Pennsylvania
Skills you'll gain: Computational Thinking, Algorithms, Programming Principles, Program Development, Pseudocode, Problem Solving, Analytical Skills, Python Programming, Computer Systems, Data Structures, Computer Hardware, Computer Programming, Object Oriented Programming (OOP), Analysis, Computer Architecture, Debugging
University of Michigan
Skills you'll gain: Computational Thinking, Programming Principles, Problem Solving, Disaster Recovery, Algorithms, Computer Programming, Epidemiology
University of Glasgow
Skills you'll gain: Software Development Life Cycle, Program Development, Plot (Graphics), Software Technical Review, Data Presentation, Graphics Software, Visualization (Computer Graphics), Animation and Game Design, Data Literacy, Web Development Tools, Web Design and Development, Software Development, Applied Machine Learning, Computer Graphics, Animations, Hypertext Markup Language (HTML), Software Design, Application Design, Code Reusability, Javascript
University of Colorado System
Skills you'll gain: Computational Thinking, File I/O, Data Collection, Simulations, Data Analysis, Microsoft Visual Studio, C (Programming Language), C and C++, Statistical Analysis, Data Presentation, Automation, Program Development, Algorithms, Microsoft Development Tools, Programming Principles, Integrated Development Environments, Computer Programming, Data Structures, Data Storage, Code Reusability
The Hong Kong University of Science and Technology
Skills you'll gain: Probability, Computational Logic, Combinatorics, Bayesian Statistics, Algorithms, Theoretical Computer Science, Mathematical Software, Mathematical Theory & Analysis, Cryptography, Logical Reasoning, Deductive Reasoning, Computational Thinking, Computer Science, Encryption, Data Structures, Arithmetic, General Mathematics, Public Key Cryptography Standards (PKCS), Problem Solving, Cybersecurity
University of Glasgow
Skills you'll gain: Computational Thinking, Code Review, Program Development, Software Technical Review, Graphics Software, Visualization (Computer Graphics), Animation and Game Design, Programming Principles, Computer Graphics, Animations, Javascript, Computer Programming, Interactive Design, Event-Driven Programming
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Duke University
Skills you'll gain: Deductive Reasoning, Critical Thinking, Logical Reasoning, Computational Logic, Analysis, Probability, Diagram Design, Sampling (Statistics), Persuasive Communication, Verification And Validation, Probability & Statistics, Statistical Inference, Correlation Analysis, Communication, Decision Intelligence, Appeals, Business Communication
University of Glasgow
Skills you'll gain: Program Development, Web Development Tools, Web Design and Development, Computational Thinking, Hypertext Markup Language (HTML), Javascript, JavaScript Frameworks, Interactive Design, Software Architecture, Software Design, Computer Programming Tools, Scalability, UI Components, Integrated Development Environments, Application Frameworks, User Interface (UI), Programming Principles
University of Glasgow
Skills you'll gain: Plot (Graphics), Data Presentation, Data Literacy, Applied Machine Learning, Code Reusability, Analytical Skills, Data Preprocessing, Software Design Patterns, Data Import/Export, Javascript, Computer Programming, Software Development
Skills you'll gain: Problem Solving, Critical Thinking and Problem Solving, Root Cause Analysis, Professional Development, Creative Problem-Solving, Collaboration, Critical Thinking, Creative Thinking, Personal Development, Analysis, Agile Project Management
University of Michigan
Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Animations, Software Design, Data Structures, Visualization (Computer Graphics), Interactive Design, Programming Principles, Computer Graphic Techniques, Python Programming, Graphic and Visual Design, Event-Driven Programming, Digital Design, Simulations, Computer Graphics, Design, Graphical Tools, Game Design, Computational Logic, Computational Thinking
University of California San Diego
Skills you'll gain: Debugging, Computer Programming Tools, Digital pedagogy, Computational Logic, Education Software and Technology, Computational Thinking, Programming Principles, Computer Programming, Theoretical Computer Science, Game Design
In summary, here are 10 of our most popular computational thinking courses
- Computational Thinking for Problem Solving:Â University of Pennsylvania
- Problem Solving Using Computational Thinking:Â University of Michigan
- Computational Thinking with JavaScript:Â University of Glasgow
- Computational Thinking with Beginning C Programming:Â University of Colorado System
- Discrete Mathematical Tools for Computer Science:Â The Hong Kong University of Science and Technology
- Computational Thinking with Javascript 1: Draw & Animate:Â University of Glasgow
- Introduction to Logic and Critical Thinking:Â Duke University
- Computational Thinking with JavaScript 3:Organise & Interact:Â University of Glasgow
- Computational Thinking with JavaScript 2: Model & Analyse:Â University of Glasgow
- Solving Problems with Creative and Critical Thinking:Â IBM
