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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


  • Status: Preview
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    U

    Università di Napoli Federico II

    Understanding Political Concepts

    Skills you'll gain: Political Sciences, Policy Analysis, Critical Thinking, Research, Social Sciences, Systems Thinking, Governance, Sociology, Interactive Learning, Research Methodologies

    4.9
    Rating, 4.9 out of 5 stars
    ·
    30 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Macquarie University

    Leading transformations: Manage change

    Skills you'll gain: Change Management, Organizational Change, Business Transformation, Process Management, Influencing, Leadership, Adaptability, Innovation, Resource Management, Gap Analysis, Dealing With Ambiguity, Resilience, Creative Thinking

    4.7
    Rating, 4.7 out of 5 stars
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    1.7K reviews

    Beginner · Course · 1 - 3 Months

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    U

    University of California, Santa Cruz

    Cyber-Physical Systems: Modeling and Simulation

    Skills you'll gain: Systems Design, Model Based Systems Engineering, Cyber Engineering, Mathematical Modeling, Simulations, Control Systems, Embedded Systems, Systems Analysis, Computational Logic, Digital Communications

    4.6
    Rating, 4.6 out of 5 stars
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    53 reviews

    Intermediate · Course · 1 - 4 Weeks

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    P

    Peking University

    Bioinformatics: Introduction and Methods 生物信息学: 导论与方法

    Skills you'll gain: Bioinformatics, Biotechnology, Informatics, Biostatistics, Molecular Biology, Data Analysis Software, Biology, Predictive Modeling, Machine Learning Algorithms, Data Processing

    4.4
    Rating, 4.4 out of 5 stars
    ·
    283 reviews

    Mixed · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    AI Product Management

    Skills you'll gain: Deep Learning, MLOps (Machine Learning Operations), Responsible AI, Model Evaluation, Data Ethics, Data Management, Project Management Life Cycle, Unsupervised Learning, Human Computer Interaction, User Experience Design, Classification And Regression Tree (CART), Data Quality, Model Deployment, Data Preprocessing, Human Centered Design, Machine Learning, Project Management, Product Management, Product Design, Data Science

    4.7
    Rating, 4.7 out of 5 stars
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    992 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    Status: AI skills
    AI skills
    D

    DeepLearning.AI

    PyTorch for Deep Learning

    Skills you'll gain: PyTorch (Machine Learning Library), Model Deployment, Convolutional Neural Networks, Transfer Learning, Generative AI, Deep Learning, Image Analysis, MLOps (Machine Learning Operations), Data Pipelines, Embeddings, Artificial Neural Networks, Model Evaluation, Data Preprocessing, Software Visualization, Computer Vision, Natural Language Processing, Machine Learning

    4.9
    Rating, 4.9 out of 5 stars
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    38 reviews

    Intermediate · Professional Certificate · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Illinois Urbana-Champaign

    Auditing I: Conceptual Foundations of Auditing

    Skills you'll gain: Financial Auditing, Auditing, Auditors Report, Generally Accepted Auditing Standards, Audit Planning, External Auditing, Certified Public Accountant, Financial Reporting, Quality Assessment, Ethical Standards And Conduct, Financial Statements, Risk Analysis

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    699 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    G

    Google

    Google Data Analysis with Python

    Skills you'll gain: Pandas (Python Package), NumPy, Data Manipulation, Data Preprocessing, Package and Software Management, Data Analysis, Data Transformation, Data Integration, JSON, Object Oriented Programming (OOP), Data Wrangling, Data Science, Python Programming, Computer Programming, Programming Principles, Data Import/Export, Software Design, Data Validation, Computational Logic, Data Structures

    4.9
    Rating, 4.9 out of 5 stars
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    73 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
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    T

    The State University of New York

    Exploring Emerging Technologies for Lifelong Learning and Success

    Skills you'll gain: Lifelong Learning, Growth Mindedness, digital literacy, Willingness To Learn, Critical Thinking, Emerging Technologies, Professional Development, Data Ethics, Computer Literacy, Safety and Security, Creativity, Technology Strategies, Problem Solving, Web Content Accessibility Guidelines, Collaboration, Communication

    4.3
    Rating, 4.3 out of 5 stars
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    442 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    P

    Packt

    Hands-On Microsoft 365 and SharePoint Training

    Skills you'll gain: Microsoft 365, Microsoft Power Automate/Flow, Microsoft Power Platform, Data Governance, Data Migration, Business Process Automation, Content Management, Microsoft Teams, Microsoft Office, Trend Analysis, Document Management, Strategic Thinking, Strategic Planning, System Configuration, Compliance Management, Technology Roadmaps, DevOps, Microsoft Copilot, Data Security

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Toronto

    Gender Analytics: Gender Equity through Inclusive Design

    Skills you'll gain: Human Centered Design, Organizational Change, User Research, Design Thinking, Change Management, Design Research, Product Design, Data Ethics, Data Collection, Quantitative Research, Prototyping, Influencing, Qualitative Research, Storytelling, Leadership, Data Analysis, Analytics, Diversity Awareness, Diversity and Inclusion, Innovation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    610 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    IBM Machine Learning

    Skills you'll gain: Autoencoders, Exploratory Data Analysis, Unsupervised Learning, Supervised Learning, Feature Engineering, Generative AI, Classification Algorithms, Regression Analysis, Dimensionality Reduction, Time Series Analysis and Forecasting, Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Reinforcement Learning, Generative Adversarial Networks (GANs), Artificial Intelligence and Machine Learning (AI/ML), Data Cleansing, Deep Learning, Data Science, Machine Learning, Python Programming

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    3.5K reviews

    Intermediate · Professional Certificate · 3 - 6 Months

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

  • Understanding Political Concepts: Università di Napoli Federico II
  • Leading transformations: Manage change: Macquarie University
  • Cyber-Physical Systems: Modeling and Simulation: University of California, Santa Cruz
  • Bioinformatics: Introduction and Methods 生物信息学: 导论与方法: Peking University
  • AI Product Management: Duke University
  • PyTorch for Deep Learning: DeepLearning.AI
  • Auditing I: Conceptual Foundations of Auditing: University of Illinois Urbana-Champaign
  • Google Data Analysis with Python: Google
  • Exploring Emerging Technologies for Lifelong Learning and Success: The State University of New York
  • Hands-On Microsoft 365 and SharePoint Training: Packt

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