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
Status: FreeSkills you'll gain: Simulation and Simulation Software, Engineering Analysis, Finite Element Methods, Simulations, Engineering, Computer-Aided Design, Cloud Technologies, Engineering Design Process, Cloud Computing
Status: Free TrialUniversity of California San Diego
Skills you'll gain: Interactive Learning, Student Engagement, Algorithms, Spatial Data Analysis, Diversity Awareness, Digital pedagogy, Geospatial Information and Technology, Pedagogy, K-12 pedagogy, Facebook, Instructional Strategies, Student-Centred Learning, Teaching, Data Storage, Education and Training, Instructing, Software Engineering, Geographic Information Systems, Workplace inclusivity, Geospatial Mapping
Status: Free TrialUniversity of Colorado System
Skills you'll gain: Computational Thinking, Data Analysis, Analysis, C and C++, C (Programming Language), Statistical Analysis, Data Presentation, Programming Principles, Computer Programming, Descriptive Statistics
Status: Free TrialUniversity of Michigan
Skills you'll gain: Animations, Visualization (Computer Graphics), Computer Graphic Techniques, Simulations, Computer Graphics, Python Programming, Game Design, Object Oriented Programming (OOP), Scripting, Algorithms, Development Environment, Data Structures
Skills you'll gain: Cryptography
Status: Free TrialUniversity of California, Davis
Skills you'll gain: Network Analysis, Social Network Analysis, Data Wrangling, Natural Language Processing, Web Scraping, Data Cleansing, Databases, Social Media Analytics, Social Sciences, Applied Machine Learning, Data Collection, Simulations, Agentic systems
Status: Free TrialSkills you'll gain: Algorithms, Javascript, Data Structures, Theoretical Computer Science, Computational Thinking, Programming Principles, Performance Tuning, Debugging
Status: Free TrialUniversity of Michigan
Skills you'll gain: Data Structures, Python Programming, Computer Programming, Data Visualization, Computational Thinking, Debugging
Status: Free TrialRice University
Skills you'll gain: Combinatorics, Probability, Programming Principles, Computational Thinking, Computer Programming, Object Oriented Programming (OOP), Development Testing, Software Testing, Applied Mathematics, Algorithms, Python Programming, Game Design, General Mathematics
Status: Free TrialRice University
Skills you'll gain: Computational Thinking, Programming Principles, Algorithms, Data Structures, Theoretical Computer Science, Computer Programming, Program Development, Python Programming, Computer Science, Verification And Validation
Status: PreviewNortheastern University
Skills you'll gain: Algorithms, Theoretical Computer Science, Data Structures, Computational Thinking, Analysis, Performance Tuning, Memory Management, Scalability
Status: PreviewNational Taiwan University
Skills you'll gain: C (Programming Language), Programming Principles, Computer Programming, Data Structures, Computational Logic, Program Development, Memory Management
In summary, here are 10 of our most popular computational thinking courses
- Computational Fluid Mechanics - Airflow Around a Spoiler: Coursera
- Teaching Impacts of Technology: Relationships: University of California San Diego
- Data Analysis and Representation, Selection and Iteration: University of Colorado System
- Creative Coding for Designers Using Python: University of Michigan
- Algorithmic Problem Solving: Packt
- Computational Social Science Capstone Project: University of California, Davis
- Algorithms and Problem-Solving in JavaScript: Packt
- Big Ideas in Programming: Expressing Yourself with Python: University of Michigan
- Principles of Computing (Part 1): Rice University
- Principles of Computing (Part 2): Rice University
