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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


  • P

    Princeton University

    Computer Science: Algorithms, Theory, and Machines

    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

    ★ 4.7 (761) · Intermediate · Course · 1 - 3 Months

    Category: Free
    Free
    Category: Credit offered
    Credit offered
  • M

    Macquarie University

    Artificial Intelligence (AI) Education for Teachers

    Skills you'll gain: AI literacy, Data Ethics, Teaching, Decision Intelligence, Instructional Strategies, Generative AI, Instructional Design, Critical Thinking, Human Learning, Analytical Skills, Curriculum Development, Machine Learning

    ★ 4.7 (961) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
    Category: Credit offered
    Credit offered
  • C

    Coursera

    Systems Thinking Basics

    Skills you'll gain: Systems Thinking, Creative Thinking, Innovation, Systems Analysis, Complex Problem Solving, Analysis, Business Systems Analysis, Strategic Thinking, Critical Thinking, Organizational Change, Decision Making, Collaboration

    ★ 4.6 (85) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • S

    Siemens

    Applied Computational Fluid Dynamics

    Skills you'll gain: Simulation and Simulation Software, Engineering Analysis, Thermal Management, Hydraulics, Simulations, Numerical Analysis, Energy and Utilities, Mathematical Modeling, Engineering, Model Optimization, Physics

    ★ 4.7 (180) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
    Category: Credit offered
    Credit offered
  • P

    Pearson

    Programming Generative AI

    Skills you'll gain: Generative AI, Large Language Modeling, PyTorch (Machine Learning Library), Generative Model Architectures, Multimodal Prompts, Fine-tuning, Image Analysis, Model Evaluation, Autoencoders, Hugging Face, Embeddings, Computer Vision, Convolutional Neural Networks, Artificial Neural Networks, LLM Application, Natural Language Processing, Deep Learning, Model Training, Model Optimization, Image Quality

    Intermediate · Specialization · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • U

    University of Virginia

    Agile Meets Design Thinking

    Skills you'll gain: Agile Product Development, User Story, Design Thinking, Product Improvement, Agile Methodology, Agile Software Development, Product Development, Sprint Retrospectives, Usability Testing, Agile Project Management, User Centered Design, User Research, Persona Development, Innovation, Product Management, Discussion Facilitation, Storytelling, Software Development, Testability

    ★ 4.7 (3.6K) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • 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
  • H

    Hebrew University of Jerusalem

    Build a Modern Computer from First Principles: From Nand to Tetris (Project-Centered Course)

    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

    ★ 4.9 (3.7K) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
    Category: Credit offered
    Credit offered
  • I

    Institute for the Future

    Futures Thinking

    Skills you'll gain: Forecasting, Visionary, Proactivity, Innovation, Strategic Thinking, Strategic Planning, Cognitive flexibility, Creative Thinking, Action Oriented, Simulations, Optimism, Planning, Community Organizing, Creativity, Social Impact, Systems Thinking, Virtual Reality, Responsible AI, Trend Analysis, Storytelling

    ★ 4.8 (1.9K) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • U

    University of Colorado System

    Simulation, Algorithm Analysis, and Pointers

    Skills you'll gain: File I/O, Simulations, C (Programming Language), Computational Thinking, Automation, Algorithms, Data Structures, Programming Principles, Memory Management

    ★ 4.4 (36) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • U

    University of California, Davis

    Computer Simulations

    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

    ★ 4.5 (85) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • A

    Arizona State University

    Strategic Thinking for Everyone

    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

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

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
1…456…250

In summary, here are 10 of our most popular computational thinking courses

  • Computer Science: Algorithms, Theory, and Machines: Princeton University
  • Artificial Intelligence (AI) Education for Teachers: Macquarie University
  • Systems Thinking Basics: Coursera
  • Applied Computational Fluid Dynamics: Siemens
  • Programming Generative AI: Pearson
  • Agile Meets Design Thinking: University of Virginia
  • Algorithm Design: Mastering Computational Problem Solving: Birla Institute of Technology & Science, Pilani
  • Build a Modern Computer from First Principles: From Nand to Tetris (Project-Centered Course): Hebrew University of Jerusalem
  • Futures Thinking: Institute for the Future
  • Simulation, Algorithm Analysis, and Pointers: University of Colorado System

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