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
Skills you'll gain: Data Persistence, File I/O, C (Programming Language), Game Design, Programming Principles, Debugging, Code Reusability, Data Modeling, Video Game Development, Computational Thinking, File Management, System Programming, Data Integrity, C and C++, Program Development, Application Development, Data Storage, Computational Logic, Data Maintenance, Animation and Game Design
Multiple educators
Skills you'll gain: Dashboard Creation, Web Scraping, Pseudocode, Jupyter, Algorithms, Data Literacy, Data Mining, Data Analysis, R (Software), Data Presentation, Correlation Analysis, Pandas (Python Package), NumPy, Analytical Skills, Predictive Modeling, Python Programming, Machine Learning Algorithms, Data Science, Machine Learning, Project Management
University of California, Davis
Skills you'll gain: Social Network Analysis, Social Sciences, Network Analysis, Data Science, Machine Learning, Machine Learning Methods, Computational Thinking, Economics, Policy, and Social Studies, Artificial Intelligence, Data Analysis, Social Impact, Simulations, Big Data, Data Collection, Scientific Methods, Digital Analysis, Digital Transformation
Peking University
Skills you'll gain: Graph Theory, Game Theory, Social Network Analysis, Social Sciences, Network Analysis, Network Model, Socioeconomics, Economics, Behavioral Economics, Market Dynamics, Computational Thinking, Bidding, Market Analysis, Decision Intelligence, Political Sciences
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
University of Colorado System
Skills you'll gain: Computational Thinking, Data Analysis, C and C++, C (Programming Language), Statistical Analysis, Data Presentation, Programming Principles, Computer Programming, Descriptive Statistics, Histogram, Graphing
IESE Business School
Skills you'll gain: Design Thinking, Ideation, Design Research, User Research, Journey Mapping, Culture Transformation, Qualitative Research, Problem Solving, Brainstorming, Creative Problem-Solving, Process Management, Human Centered Design, Solution Design, Design and Product, Design Strategies, Organizational Development, Strategic Thinking, Organizational Change, Innovation, Leadership
University of Virginia
Skills you'll gain: Design Thinking, Creative Problem-Solving, Ideation, Innovation, Creativity, Strategic Thinking, Thought Leadership, Case Studies, Market Opportunities, Human Centered Design, Open Mindset, Experimentation, Storytelling, Growth Mindedness
University of London
Skills you'll gain: Arithmetic, Theoretical Computer Science, Computational Logic, Programming Principles, Computer Science, Algorithms, Computational Thinking, Database Theory, Mathematical Modeling, Data Structures, General Mathematics, Applied Mathematics, Business Mathematics, Advanced Mathematics, Logical Reasoning, Problem Solving
University of California San Diego
Skills you'll gain: Data Ethics, Interactive Learning, Big Data, Cybersecurity, Student Engagement, Pedagogy, General Networking, Blockchain, Digital pedagogy, Algorithms, Data Security, Teaching, digital literacy, Cryptography, Spatial Data Analysis, Technical Communication, Diversity Awareness, Digital Transformation, Diversity Equity and Inclusion Initiatives, Computer Science
Johns Hopkins University
Skills you'll gain: Systems Thinking, Health Systems, Health Policy, Public Health, Policy Analysis, Policy Development, Public Health and Disease Prevention, Simulations, Systems Analysis, Data Analysis Software
Birla Institute of Technology & Science, Pilani
Skills you'll gain: Computer Architecture, Hardware Architecture, Microarchitecture, Computer Systems, Computational Logic, Hardware Design, Computer Hardware, Programming Principles, System Programming, Computer Literacy, Program Development, Data Storage, Memory Management
In summary, here are 10 of our most popular computational thinking courses
- C Programming Projects for Games and System Development:Â EDUCBA
- Data Science Foundations:Â IBM
- Computational Social Science Methods:Â University of California, Davis
- 人群与网络 : Peking University
- Build a Modern Computer from First Principles: From Nand to Tetris (Project-Centered Course):Â Hebrew University of Jerusalem
- Data Analysis and Representation, Selection and Iteration:Â University of Colorado System
- Design Thinking:Â IESE Business School
- Design Thinking for Innovation:Â University of Virginia
- Mathematical Foundations for Computing:Â University of London
- Teaching Impacts of Technology in K-12 Education:Â University of California San Diego
