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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: Free Trial
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    Arizona State University

    Teach English Now! Foundational Principles

    Skills you'll gain: Digital pedagogy, Train The Trainer, Critical Thinking

    4.9
    Rating, 4.9 out of 5 stars
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    16K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    S

    Multiple educators

    Machine Learning

    Skills you'll gain: Unsupervised Learning, Supervised Learning, Transfer Learning, Machine Learning, Jupyter, Applied Machine Learning, Data Ethics, Decision Tree Learning, Model Evaluation, Tensorflow, Scikit Learn (Machine Learning Library), NumPy, Predictive Modeling, Deep Learning, Artificial Intelligence, Classification Algorithms, Reinforcement Learning, Random Forest Algorithm, Feature Engineering, Data Preprocessing

    4.9
    Rating, 4.9 out of 5 stars
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    38K reviews

    Beginner · Specialization · 1 - 3 Months

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    Meta

    Meta Database Engineer

    Skills you'll gain: MySQL, Database Management, Database Administration, Data Warehousing, Linux Commands, Data Integrity, Unit Testing, Algorithms, Software Versioning, Command-Line Interface, Software Visualization, Linux, Pseudocode, Query Languages, Collaborative Software, Django (Web Framework), Database Architecture and Administration, Programming Principles, Computational Thinking, Test Driven Development (TDD)

    4.6
    Rating, 4.6 out of 5 stars
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    7.6K reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    Google

    Use AI Responsibly

    Skills you'll gain: AI Security, Workplace inclusivity, Social Impact, Generative AI, Analysis, Critical Thinking, Data Security

    4.8
    Rating, 4.8 out of 5 stars
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    1.7K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Arizona State University

    Arizona State University TESOL

    Skills you'll gain: Oral Comprehension, Learning Management Systems, Education Software and Technology, Digital pedagogy, Oral Expression, Teaching, Literacy, Train The Trainer, Technology Strategies, Grammar, English Language, Language Competency, Vocabulary, Design Elements And Principles, Design Strategies, Language Learning, digital literacy, Innovation, Critical Thinking

    4.9
    Rating, 4.9 out of 5 stars
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    21K reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: New
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    Adobe

    Build Creative Concepts for Real Projects

    Skills you'll gain: Ideation, Adobe Firefly, Target Audience, Creative Problem-Solving, Conceptual Design, Creative Thinking, Brainstorming, Creativity, Communication, Design Thinking, Adobe Express, Visual Design, Storyboarding, Entrepreneurship, Value Propositions, Generative AI, Prototyping, Problem Solving, Adobe Creative Cloud, Market Opportunities

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    The University of Edinburgh

    Code Yourself! An Introduction to Programming

    Skills you'll gain: Software Engineering, Programming Principles, Animation and Game Design, Software Development, Software Design, Event-Driven Programming, Computer Programming, Computational Thinking, Debugging, Algorithms

    4.7
    Rating, 4.7 out of 5 stars
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    3.7K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Stanford University

    Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming

    Skills you'll gain: Algorithms, Bioinformatics, Graph Theory, Computational Thinking, Data Structures, Theoretical Computer Science

    4.8
    Rating, 4.8 out of 5 stars
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    1.3K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    V

    Vanderbilt University

    Prompt Engineering

    Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Patterns, Ideation, Verification And Validation, Data Presentation, LLM Application, Productivity, OpenAI, Document Management, Responsible AI, AI Enablement, Generative AI, Creativity, Large Language Modeling, Risk Management Framework, Artificial Intelligence, Problem Solving, Data Analysis, Information Management

    4.8
    Rating, 4.8 out of 5 stars
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    8.5K reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    Google

    Project Planning: Putting It All Together

    Skills you'll gain: Project Management, Project Planning, Project Risk Management, Communication Planning, Project Documentation, Milestones (Project Management), Risk Management, Cost Management, Budgeting, Estimation, Timelines, Procurement, Technical Communication, Strategic Thinking

    4.8
    Rating, 4.8 out of 5 stars
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    15K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
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    National Taiwan University

    人工智慧:搜尋方法與邏輯推論 (Artificial Intelligence - Search & Logic)

    Skills you'll gain: Computational Logic, Artificial Intelligence, Simulations, Computational Thinking, Programming Principles, Theoretical Computer Science, Algorithms, Machine Learning

    4.8
    Rating, 4.8 out of 5 stars
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    322 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    DeepLearning.AI

    Neural Networks and Deep Learning

    Skills you'll gain: Deep Learning, Artificial Neural Networks, Convolutional Neural Networks, Applied Machine Learning, Supervised Learning, Recurrent Neural Networks (RNNs), Python Programming, Linear Algebra, Calculus

    4.9
    Rating, 4.9 out of 5 stars
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    124K reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Teach English Now! Foundational Principles: Arizona State University
  • Machine Learning: DeepLearning.AI
  • Meta Database Engineer: Meta
  • Use AI Responsibly: Google
  • Arizona State University TESOL: Arizona State University
  • Build Creative Concepts for Real Projects: Adobe
  • Code Yourself! An Introduction to Programming: The University of Edinburgh
  • Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming: Stanford University
  • Prompt Engineering: Vanderbilt University
  • Project Planning: Putting It All Together: Google

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