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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


  • T

    The Museum of Modern Art

    Seeing Through Photographs

    Skills you'll gain: Visual Storytelling, Media and Communications, Photo/Video Production and Technology, Storytelling, Liberal Arts, Aesthetics, Cultural Responsiveness, Journalism, Public History

    4.8 stars, 4.5K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (4.5K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    Natural Language Processing with Probabilistic Models

    Skills you'll gain: Natural Language Processing, Markov Model, Embeddings, Data Preprocessing, Artificial Neural Networks, Machine Learning Methods, Deep Learning, Algorithms, Data Cleansing, Probability & Statistics

    4.7 stars, 1.8K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (1.8K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Copenhagen

    The Sustainable Development Goals – A global, transdisciplinary vision for the future

    Skills you'll gain: Sustainable Development, Sustainable Systems, Environment, Climate Change Programs, Natural Resource Management, Environmental Science, Corporate Sustainability, Sustainability Reporting, Social Impact, Climate Change Adaptation, Environmental Policy, Research, Systems Thinking, Climate Change Mitigation, Policy Analysis, Economics, Governance, Performance Metric

    4.8 stars, 5.1K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (5.1K) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of London

    How Computers Work

    Skills you'll gain: Computer Science, Computer Systems, Web Applications, Computer Literacy, General Networking, Network Security, Computer Networking, Application Security, Computational Thinking, Debugging, Cybersecurity, Software Architecture, Network Protocols

    4.6 stars, 582 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Reward Programming: Optimizing RL Efficiency and Safety

    Skills you'll gain: Reinforcement Learning, Computational Logic, Responsible AI, AI Workflows, Machine Learning Methods, Model Optimization, Agentic systems, Machine Learning, Theoretical Computer Science, Model Evaluation, Continuous Monitoring, Functional Specification, Markov Model, Verification And Validation, Safety and Security

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Pearson

    Generating and Testing Ideas

    Skills you'll gain: Brainstorming, Ideation, Creative Thinking, Feasibility Studies, Entrepreneurship, New Product Development, Mentorship, Market Opportunities, Creativity, Innovation, New Business Development, Problem Solving, Decision Making, Critical Thinking

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • A

    American Museum of Natural History

    Ecology: Ecosystem Dynamics and Conservation

    Skills you'll gain: Environment, Systems Thinking, Environmental Science, Natural Resource Management, Sustainable Systems, Environmental Issue, Environment and Resource Management, Biology, Sustainable Development, Life Sciences, Environmental Monitoring, Demography, Case Studies, Experimentation

    4.8 stars, 3.4K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (3.4K) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    Enterprise AI Strategy

    Skills you'll gain: Prompt Engineering, AI Product Strategy, Generative AI, Prompt Engineering Tools, Responsible AI, Business Writing, AI literacy, Business Correspondence, Business Communication, Google Gemini, ChatGPT, Decision Intelligence, Strategic Thinking, Business Strategy, Report Writing, Key Performance Indicators (KPIs), LLM Application, Data Ethics, Writing, AI Security

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    Sage Publications

    Qualitative Methods and Ethics in Psychology

    Skills you'll gain: Qualitative Research, Data Analysis, Research Design, Research Methodologies, Scientific Methods, Analysis, Research, Statistical Analysis, Science and Research, Ethical Standards And Conduct, Data Collection, Statistics, Psychology, Statistical Inference, Statistical Hypothesis Testing

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Debugging Machine Learning Models with Python

    Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, PyTorch (Machine Learning Library), Responsible AI, Debugging, Model Deployment, Model Training, Model Optimization, Deep Learning, Test Tools, Applied Machine Learning, Testability, Machine Learning Methods, Machine Learning, Data Preprocessing, Verification And Validation, Python Programming, AI Security, Test Driven Development (TDD), AI Enablement

    Intermediate · Course · 3 - 6 Months

    Category: New
    New
  • U

    University of California, Davis

    Managing as a Coach

    Skills you'll gain: Management Training And Development, Employee Coaching, Coaching, Leadership and Management, People Management, Adaptability, Professional Development, People Development, Leadership, Organizational Effectiveness, Overcoming Obstacles, Training and Development, Employee Training, Mentorship, Decision Making, Communication, Active Listening, Self-Awareness, Critical Thinking

    4.8 stars, 2.3K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (2.3K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Corporate Strategy

    Skills you'll gain: Corporate Strategy, Stakeholder Management, Strategic Decision-Making, Mergers & Acquisitions, Stakeholder Analysis, Corporate Sustainability, Business Strategy, Business Management, Strategic Thinking, Governance, Strategic Partnership, Organizational Strategy, Environmental Social And Corporate Governance (ESG), Value Propositions, Competitive Analysis, Growth Strategies, Portfolio Management

    4.7 stars, 1.2K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (1.2K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    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

  • Seeing Through Photographs: The Museum of Modern Art
  • Natural Language Processing with Probabilistic Models: DeepLearning.AI
  • The Sustainable Development Goals – A global, transdisciplinary vision for the future: University of Copenhagen
  • How Computers Work: University of London
  • Reward Programming: Optimizing RL Efficiency and Safety: University of Colorado Boulder
  • Generating and Testing Ideas: Pearson
  • Ecology: Ecosystem Dynamics and Conservation: American Museum of Natural History
  • Enterprise AI Strategy: Coursera
  • Qualitative Methods and Ethics in Psychology: Sage Publications
  • Debugging Machine Learning Models with Python: Packt

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