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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


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    U

    UNSW Sydney (The University of New South Wales)

    Designing the Future of Work

    Skills you'll gain: Design Thinking, Business Transformation, Workforce Development, Strategic Thinking, Automation, Digital Transformation, Human Centered Design, Emerging Technologies, Innovation, Business Process Automation, Forecasting, Organizational Change

    4.7
    Rating, 4.7 out of 5 stars
    ·
    320 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    The Need for Systems Engineering

    Skills you'll gain: Model Based Systems Engineering, Systems Engineering, Requirements Analysis, Test Engineering, Systems Thinking, Systems Architecture, Test Planning, Systems Analysis, Functional Requirement, Risk Management Framework, System Testing, System Requirements, Verification And Validation

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
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    87 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Status: Free Trial
    Free Trial
    A

    Alberta Machine Intelligence Institute

    Building and Deploying Generative AI Models

    Skills you'll gain: Generative AI Agents, Generative AI, Generative Model Architectures, LangChain, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Prompt Engineering, Google Cloud Platform, PyTorch (Machine Learning Library), System Monitoring, Embeddings, Deep Learning, Transfer Learning, Model Evaluation, Development Environment, Natural Language Processing, Vector Databases

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Washington

    Machine Learning Foundations: A Case Study Approach

    Skills you'll gain: Model Evaluation, Applied Machine Learning, Feature Engineering, Regression Analysis, Machine Learning, Image Analysis, Supervised Learning, Artificial Intelligence, Data Preprocessing, Deep Learning, Computer Vision, Application Development, Predictive Modeling, Unsupervised Learning, Natural Language Processing, Text Mining, Python Programming, Classification Algorithms

    4.6
    Rating, 4.6 out of 5 stars
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    14K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    Automatic Data Processing, Inc. (ADP)

    Getting Started with U.S. Payroll Fundamentals

    Skills you'll gain: Payroll, Payroll Administration, Payroll Processing, Payroll Tax, Labor Compliance, Compensation Management, Labor Law, Benefits Administration, Employee Onboarding, Tax Compliance, Problem Solving, Critical Thinking

    4.8
    Rating, 4.8 out of 5 stars
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    60 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    M

    MedCerts

    Medical Billing and Coding Essentials

    Skills you'll gain: Revenue Cycle Management, Medical Billing, Medical Billing and Coding, Medical Coding, Electronic Medical Record, Health Care Procedure and Regulation, Health Information Management and Medical Records, Medical Privacy, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Patient Registration, Medicare, Managed Care, Medical Terminology, Payment Processing

    4.7
    Rating, 4.7 out of 5 stars
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    619 reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    Universitat de Barcelona

    Claves para la innovación en la docencia universitaria

    Skills you'll gain: Digital pedagogy, Case Studies, Student Engagement, Blended Learning, Teaching, Collaboration, Student-Centred Learning, Pedagogy, Problem Solving, Innovation, Game Design, Critical Thinking

    4.8
    Rating, 4.8 out of 5 stars
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    1.7K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Michigan State University

    Developing An Entrepreneurial Mindset: First Step Towards Success

    Skills you'll gain: Entrepreneurship, Market Opportunities, Lean Methodologies, Open Mindset, Growth Mindedness, New Business Development, Creative Thinking, Business Development, Personal Development, Self-Awareness, Business Modeling, Overcoming Obstacles, Business, Risk Management

    4.6
    Rating, 4.6 out of 5 stars
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    949 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Art of the MOOC: Art, Culture, and Society

    Skills you'll gain: Color Theory, World Music, Disabilities, Social Justice, Performing Arts, Music, Community Organizing, Liberal Arts, Interactive Learning, Peer Review, Musical Composition, Cultural Diversity, Aesthetics, Music Theory, Art History, Pedagogy, Sociology, Creativity, Critical Thinking, Communication

    4.7
    Rating, 4.7 out of 5 stars
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    335 reviews

    Beginner · Specialization · 3 - 6 Months

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    D

    Duke University

    Introduction to Machine Learning

    Skills you'll gain: PyTorch (Machine Learning Library), Logistic Regression, Transfer Learning, Reinforcement Learning, Convolutional Neural Networks, Deep Learning, Image Analysis, Applied Machine Learning, Natural Language Processing, Machine Learning, Recurrent Neural Networks (RNNs), Artificial Neural Networks, Supervised Learning, Unsupervised Learning, Python Programming, Computer Vision, Medical Imaging

    4.7
    Rating, 4.7 out of 5 stars
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    3.8K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    T

    The University of Sydney

    Information & Digital Literacy for University Success

    Skills you'll gain: Critical Thinking, digital literacy, Information Management, Research, Productivity, Data Sharing, Reliability, Organizational Skills, Ethical Standards And Conduct, Identity and Access Management, Intellectual Property

    4.9
    Rating, 4.9 out of 5 stars
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    4.7K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    R

    Rice University

    An Introduction to Interactive Programming in Python (Part 1)

    Skills you'll gain: Event-Driven Programming, Application Development, Interactive Design, Animations, Programming Principles, Computer Graphics, Python Programming, Game Design, Computer Programming

    4.8
    Rating, 4.8 out of 5 stars
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    3.3K reviews

    Mixed · Course · 1 - 3 Months

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

  • Designing the Future of Work: UNSW Sydney (The University of New South Wales)
  • The Need for Systems Engineering: University of Colorado Boulder
  • Building and Deploying Generative AI Models: Alberta Machine Intelligence Institute
  • Machine Learning Foundations: A Case Study Approach: University of Washington
  • Getting Started with U.S. Payroll Fundamentals: Automatic Data Processing, Inc. (ADP)
  • Medical Billing and Coding Essentials: MedCerts
  • Claves para la innovación en la docencia universitaria: Universitat de Barcelona
  • Developing An Entrepreneurial Mindset: First Step Towards Success : Michigan State University
  • Art of the MOOC: Art, Culture, and Society: Duke University
  • Introduction to Machine Learning: Duke University

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