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  • Computational Thinking

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


  • U

    University of London

    Applied Mathematical Methods for Computing

    Skills you'll gain: Combinatorics, Probability & Statistics, Data Analysis, Advanced Mathematics, Linear Algebra, Mathematics and Mathematical Modeling, Mathematical Theory & Analysis, Geometry, Applied Mathematics, Statistics, Statistical Analysis, Statistical Methods, Probability, Algorithms, Algebra, Descriptive Statistics

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • U

    University of California, Davis

    Computational Social Science

    Skills you'll gain: Network Analysis, Social Network Analysis, Data Wrangling, Natural Language Processing, Web Scraping, Data Cleansing, Social Sciences, Data Ethics, Databases, Artificial Intelligence, Research, Social Media Analytics, Simulations, Data Processing, Text Mining, Big Data, Applied Machine Learning, Systems Thinking, Data Science, Agentic systems

    ★ 4.6 (1.3K) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • I

    IESE Business School

    Design Thinking

    Skills you'll gain: Design Thinking, Ideation, Design Research, User Research, Journey Mapping, Culture Transformation, Creative Problem-Solving, Qualitative Research, Problem Solving, Brainstorming, Critical Thinking and Problem Solving, Human Centered Design, Solution Design, Operations, Design Strategies, Organizational Development, Organizational Change, Innovation, Strategic Thinking, Leadership

    ★ 5 (7) · Beginner · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • S

    Stanford University

    Introduction to Mathematical Thinking

    Skills you'll gain: Advanced Mathematics, Mathematical Theory & Analysis, Mathematics and Mathematical Modeling, Calculus, Mathematics Education, Deductive Reasoning, General Mathematics, Logical Reasoning

    ★ 4.8 (3K) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • D

    Duke University

    Programming Fundamentals

    Skills you'll gain: Programming Principles, Algorithms, C (Programming Language), Computer Programming, Program Development, Problem Solving, Solution Design, Computational Logic

    ★ 4.7 (7K) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • A

    Arizona State University

    Strategic Thinking

    Skills you'll gain: Strategic Thinking, Strategic Decision-Making, Complex Problem Solving, Decision Making, Contingency Planning, Analysis, Trend Analysis, Forecasting, Case Studies, Competitive Analysis, Risk Analysis, Data-Driven Decision-Making

    ★ 4.6 (124) · Mixed · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • U

    University of California San Diego

    Teaching Impacts of Technology in K-12 Education

    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, Distributed Computing, Diversity Equity and Inclusion Initiatives, Computer Science

    ★ 4.6 (63) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • U

    University of Alberta

    More Problem Solving, Python Programming, and Video Games

    Skills you'll gain: Program Development, Computational Thinking, Software Development, Event-Driven Programming, Programming Principles, Software Engineering, Debugging, Problem Solving, Game Design, Theoretical Computer Science, Computer Programming, Software Quality (SQA/SQC), Data Structures, Python Programming, Video Game Development, Algorithms, Application Development, Computer Science, Functional Testing, User Interface (UI) Design

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • U

    University of Alberta

    Problem Solving, Python Programming, and Video Games

    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

    ★ 4.3 (236) · Beginner · Course · 1 - 3 Months

    Category: Free
    Free
  • U

    University of Washington

    Computational Neuroscience

    Skills you'll gain: Machine Learning Methods, Network Model, Electrophysiology, Supervised Learning, Machine Learning Algorithms, Artificial Neural Networks, Reinforcement Learning, Sensory Systems Analysis, Matlab, Mathematical Modeling, Network Analysis, Neurology, Recurrent Neural Networks (RNNs), Physiology, Biology, Differential Equations, Probability Distribution

    ★ 4.6 (1.1K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of California, Davis

    Critical Thinking Skills for the Professional

    Skills you'll gain: Critical Thinking and Problem Solving, Problem Solving, Creative Problem-Solving, Brainstorming, Complex Problem Solving, Critical Thinking, Independent Thinking, Creative Thinking, Constructive Feedback, Decision Making, Analysis, Emotional Intelligence, Cognitive flexibility, Personal Development, Self-Awareness, Collaboration

    ★ 4.8 (1.3K) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • B

    Birla Institute of Technology & Science, Pilani

    Algorithm Design: Mastering Computational Problem Solving

    Skills you'll gain: Computer Science, Computer Programming, Solution Design, Problem Solving, Mathematical Theory & Analysis

    Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
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In summary, here are 10 of our most popular computational thinking courses

  • Applied Mathematical Methods for Computing: University of London
  • Computational Social Science: University of California, Davis
  • Design Thinking: IESE Business School
  • Introduction to Mathematical Thinking: Stanford University
  • Programming Fundamentals: Duke University
  • Strategic Thinking: Arizona State University
  • Teaching Impacts of Technology in K-12 Education: University of California San Diego
  • More Problem Solving, Python Programming, and Video Games: University of Alberta
  • Problem Solving, Python Programming, and Video Games: University of Alberta
  • Computational Neuroscience: University of Washington

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