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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


  • C

    Capitals Coalition

    Valuing nature and people to inform business decision-making

    Skills you'll gain: Stakeholder Engagement, Sustainable Business, Corporate Sustainability, Business Risk Management, Stakeholder Management, Sustainable Development, Natural Resource Management, Environment and Resource Management, Sustainability Standards, Risk Analysis, Environmental Resource Management, Human Capital, Risk Management, Case Studies, Decision Making, Problem Solving, Business Communication, Project Scoping

    4.7
    Rating, 4.7 out of 5 stars
    ·
    53 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Beyond the Sustainable Development Goals (SDGs): Addressing Sustainability and Development

    Skills you'll gain: Sustainable Development, Sustainable Systems, Innovation, Environmental Issue, Climate Change Programs, Sustainability Standards, Environment, Socioeconomics, Environment and Resource Management, Social Impact, Natural Resource Management, Social Justice, Climate Change Adaptation, Economic Development, Climate Change Mitigation, Public Policies, Case Studies

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    694 reviews

    Beginner · Course · 1 - 3 Months

  • U

    Universidad Nacional Autónoma de México

    Resolución de problemas por búsqueda

    Skills you'll gain: Algorithms, Computational Thinking, Theoretical Computer Science, Performance Testing, Python Programming, Artificial Intelligence

    4.5
    Rating, 4.5 out of 5 stars
    ·
    24 reviews

    Beginner · Course · 1 - 3 Months

  • I

    Imperial College London

    Probabilistic Deep Learning with TensorFlow 2

    Skills you'll gain: Generative AI, Tensorflow, Autoencoders, Generative Model Architectures, Bayesian Network, Deep Learning, Image Analysis, Bayesian Statistics, Model Optimization, Probability Distribution, Model Training, Sampling (Statistics), Data Transformation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    109 reviews

    Advanced · Course · 1 - 3 Months

  • U

    University of Colorado System

    Personal Journeys: Identity, Motivation, and Resilience

    Skills you'll gain: Growth Mindedness, Emotional Intelligence, Empathy & Emotional Intelligence, Resilience, Goal Setting, Persistence, Self-Motivation, Personal Development, Tenacity, Creative Thinking, Smart Goals, Self-Awareness, Overcoming Obstacles, Culture, Cultural Diversity, Adaptability, Creativity, digital literacy, Intercultural Competence, Diversity Awareness

    4.6
    Rating, 4.6 out of 5 stars
    ·
    16 reviews

    Beginner · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Introduction to Generative AI - Español

    Skills you'll gain: Generative AI, Google Gemini, Machine Learning Methods, Machine Learning, Deep Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    327 reviews

    Beginner · Course · 1 - 4 Weeks

  • M

    MathWorks

    Predictive Modeling and Machine Learning with MATLAB

    Skills you'll gain: Supervised Learning, Model Evaluation, Classification Algorithms, Model Training, Machine Learning Methods, Applied Machine Learning, Matlab, Statistical Machine Learning, Regression Analysis, Model Optimization, Data Preprocessing, Predictive Modeling, Machine Learning, Feature Engineering, Data Validation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    120 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    Simplilearn

    Data Analytics with Python

    Skills you'll gain: Matplotlib, NumPy, Python Programming, Data Presentation, Pandas (Python Package), Analytical Skills, Plot (Graphics), Data Analysis, Data Visualization Software, Analysis, Data-Driven Decision-Making, Scripting, Analytics, Numerical Analysis, Data Manipulation, Graphing, Product Automation, Data Processing, Programming Principles, Data Validation

    4.9
    Rating, 4.9 out of 5 stars
    ·
    22 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Cambridge

    Ethical AI: AI essentials for everyone

    Skills you'll gain: AI literacy, Prompt Engineering Tools

    4.7
    Rating, 4.7 out of 5 stars
    ·
    47 reviews

    Beginner · Course · 1 - 3 Months

  • A

    Arizona State University

    What is the Human Factor in Design?

    Skills you'll gain: Human Factors, Accident Prevention, Mitigation, Systems Thinking, Human Centered Design

    4.8
    Rating, 4.8 out of 5 stars
    ·
    20 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    Sustainable Innovation for Subsistence Marketplaces

    Skills you'll gain: Environmental Issue, Solution Design, Sustainable Development, Design Thinking, Business Planning, Human Centered Design, Sustainable Business, Innovation, Entrepreneurship, Economic Development, Needs Assessment, Business Development, Consumer Behaviour, Market Analysis, Market Research, Market Dynamics, Cultural Sensitivity

    Build toward a degree

    4.1
    Rating, 4.1 out of 5 stars
    ·
    125 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado System

    First Steps in Making the Business Case for Sustainability

    Skills you'll gain: Sustainable Business, Corporate Sustainability, Sustainable Development, Organizational Change, Environmental Social And Corporate Governance (ESG), Sustainable Systems, Performance Improvement, Change Management, Sustainability Standards, Financial Analysis, Systems Thinking, Proposal Development, Cost Benefit Analysis, Proposal Writing, Business Economics, Capital Budgeting, Environmental Issue, Economics, Packaging and Labeling, Product Lifecycle Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    215 reviews

    Beginner · Course · 1 - 3 Months

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

  • Valuing nature and people to inform business decision-making: Capitals Coalition
  • Beyond the Sustainable Development Goals (SDGs): Addressing Sustainability and Development: University of Michigan
  • Resolución de problemas por búsqueda: Universidad Nacional Autónoma de México
  • Probabilistic Deep Learning with TensorFlow 2: Imperial College London
  • Personal Journeys: Identity, Motivation, and Resilience: University of Colorado System
  • Introduction to Generative AI - Español: Google Cloud
  • Predictive Modeling and Machine Learning with MATLAB: MathWorks
  • Data Analytics with Python: Simplilearn
  • Ethical AI: AI essentials for everyone: University of Cambridge
  • What is the Human Factor in Design?: Arizona State University

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