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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: New
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    AI CERTs

    Network and Security Optimization in Telecommunication

    Skills you'll gain: Real Time Data, Model Deployment, Anomaly Detection, Artificial Intelligence and Machine Learning (AI/ML), Telecommunications, Tensorflow, Deep Learning, Artificial Intelligence, Emerging Technologies, Network Performance Management, Generative AI, Generative AI Agents, Wireless Networks, Computer Networking, Network Architecture, Responsible AI, Digital Communications, Network Protocols, System Design and Implementation, Communication

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Tsinghua University

    Data Structures and Algorithms

    Skills you'll gain: Data Structures, Algorithms, Graph Theory, Computational Thinking, Database Design, Theoretical Computer Science, Pseudocode, Query Languages, Computer Programming, Computer Science, Data Storage

    2.8
    Rating, 2.8 out of 5 stars
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    39 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
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    Packt

    Decoding Large Language Models

    Skills you'll gain: Large Language Modeling, LLM Application, Model Deployment, AI Enablement, Transfer Learning, Prompt Engineering, Generative AI, Model Evaluation, Deep Learning, Natural Language Processing, Recurrent Neural Networks (RNNs), Responsible AI, Scalability, Machine Learning, Performance Tuning, Systems Integration

    Advanced · Course · 3 - 6 Months

  • Status: Preview
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    H

    HEC Paris

    Devenir entrepreneur du changement

    Skills you'll gain: Project Implementation, Social Impact, Entrepreneurship, Self-Awareness, Ideation, Personal Development, Empowerment, Sustainable Business, Visionary, Innovation, Proactivity, Creative Problem-Solving, Communication

    4.7
    Rating, 4.7 out of 5 stars
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    628 reviews

    Mixed · Course · 1 - 3 Months

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    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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    700 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Data Science Beyond the Basics (ML+DS)

    Skills you'll gain: Generative AI, Model Evaluation, Supervised Learning, Generative Model Architectures, AWS SageMaker, Recurrent Neural Networks (RNNs), Unsupervised Learning, Data Preprocessing, Large Language Modeling, Time Series Analysis and Forecasting, LLM Application, Applied Machine Learning, Deep Learning, A/B Testing, Transfer Learning, Python Programming, Machine Learning, Data Analysis, AWS CloudFormation, AI Personalization

    4.4
    Rating, 4.4 out of 5 stars
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    21 reviews

    Intermediate · Specialization · 3 - 6 Months

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    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

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    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
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    Duke University

    Python Programming Fundamentals

    Skills you'll gain: Debugging, Algorithms, Problem Solving, Data Processing, Python Programming, Software Development, Data Analysis

    3.9
    Rating, 3.9 out of 5 stars
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    62 reviews

    Beginner · Course · 1 - 4 Weeks

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    Macquarie University

    Strategising: Management for Global Competitive Advantage

    Skills you'll gain: Business Strategy, Design Thinking, Supply Chain, Strategic Thinking, Supply Chain Planning, Business Ethics, Supply Chain Management, Corporate Sustainability, Sustainable Business, Customer Analysis, Emerging Technologies, Strategic Marketing, Growth Strategies, Strategic Sourcing, Corporate Strategy, Environmental Social And Corporate Governance (ESG), Competitive Analysis, Sustainable Development, Digital Transformation, Innovation

    4.8
    Rating, 4.8 out of 5 stars
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    1.5K reviews

    Beginner · Specialization · 3 - 6 Months

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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
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    318 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Anthropic

    Claude Code in Action

    Skills you'll gain: Claude Code, Command-Line Interface, Tool Calling, LLM Application, Software Development Tools, GitHub, Context Management, Code Review, Computer Programming Tools, Software Development, Generative AI Agents, Automation, Software Engineering

    Mixed · Course · 1 - 4 Weeks

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

  • Network and Security Optimization in Telecommunication: AI CERTs
  • Data Structures and Algorithms: Tsinghua University
  • Decoding Large Language Models: Packt
  • Devenir entrepreneur du changement: HEC Paris
  • Auditing I: Conceptual Foundations of Auditing: University of Illinois Urbana-Champaign
  • Data Science Beyond the Basics (ML+DS): Coursera
  • Getting Started with U.S. Payroll Fundamentals: Automatic Data Processing, Inc. (ADP)
  • Machine Learning Foundations: A Case Study Approach: University of Washington
  • Python Programming Fundamentals: Duke University
  • Strategising: Management for Global Competitive Advantage: Macquarie University

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