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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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    Exploratorium

    Tinkering Fundamentals: Circuits

    Skills you'll gain: Developing Training Materials, Electronics, Course Development, Creativity, Education Software and Technology, Basic Electrical Systems, Electronic Components, Driving engagement, Experimentation, Design, Computational Thinking, Creative Design, Construction

    4.7
    Rating, 4.7 out of 5 stars
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    48 reviews

    Beginner · Course · 1 - 3 Months

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    University of Colorado Boulder

    Excel/VBA for Creative Problem Solving

    Skills you'll gain: Excel Macros, Visual Basic (Programming Language), Programming Principles, Data Import/Export, Microsoft Excel, Problem Solving, Data Structures, Computer Programming, Scripting, Spreadsheet Software, Simulations, Algorithms, UI Components, Scripting Languages, Debugging, Data Management, User Interface (UI), Data Cleansing, Automation, Data Validation

    4.8
    Rating, 4.8 out of 5 stars
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    4.8K reviews

    Beginner · Specialization · 3 - 6 Months

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    The University of Sydney

    Academic Skills for University Success: Capstone

    Skills you'll gain: Critical Thinking, Research, Problem Solving, Ethical Standards And Conduct, Research Methodologies, Verbal Communication Skills, Writing, Creative Problem-Solving, Brainstorming, Complex Problem Solving, Planning

    4.9
    Rating, 4.9 out of 5 stars
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    1.9K reviews

    Mixed · Course · 1 - 3 Months

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    DeepLearning.AI

    DeepLearning.AI TensorFlow Developer

    Skills you'll gain: Tensorflow, Computer Vision, Image Analysis, Keras (Neural Network Library), Natural Language Processing, Time Series Analysis and Forecasting, Deep Learning, Artificial Neural Networks, Generative AI, Predictive Modeling, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Text Mining, Machine Learning Methods, Forecasting, Data Processing, Machine Learning, Supervised Learning

    4.7
    Rating, 4.7 out of 5 stars
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    25K reviews

    Intermediate · Professional Certificate · 3 - 6 Months

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    Coursera

    Business Execution: Ops, Team Management & Communication

    Skills you'll gain: Purchasing, Workflow Management, Business Workflow Analysis, Supplier Relationship Management, Internal Communications, Systems Thinking, Process Mapping, Operational Efficiency, Contract Management, Proposal Writing, Procurement, Negotiation, Strategic Thinking, Team Leadership, AI Product Strategy, Leadership, Operations Management, Communication, Business, Team Management

    4.6
    Rating, 4.6 out of 5 stars
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    251 reviews

    Beginner · Specialization · 1 - 3 Months

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    U

    University of Leeds

    Training and Learning Online

    Skills you'll gain: Critical Thinking, Collaboration, Collaborative Software, Learning Strategies, Communication, Self-Awareness, Technical Communication, Digital Communications

    4.7
    Rating, 4.7 out of 5 stars
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    144 reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    University of California San Diego

    Number Theory and Cryptography

    Skills you'll gain: Cryptographic Protocols, Cryptography, Key Management, Encryption, Public Key Cryptography Standards (PKCS), Arithmetic, Algorithms, Theoretical Computer Science, Computational Thinking, Algebra, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
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    608 reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    University of California, Davis

    How to Write Emails and Engage Professors

    Skills you'll gain: Relationship Building, Research, Planning, Goal-Oriented, Professionalism, Resilience, Resourcefulness, Problem Solving, Persistence, Persuasive Communication, Time Management, Communication, Strategic Thinking

    Intermediate · Course · 1 - 4 Weeks

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    Birla Institute of Technology & Science, Pilani

    Introduction to Bioinformatics

    Skills you'll gain: Bioinformatics, Biotechnology, Data Management, Biostatistics, Informatics, Clinical Data Management, Precision Medicine, Data Analysis, Data Mining, Applied Machine Learning, Unsupervised Learning, Cell Biology, R Programming, Scientific Visualization, Correlation Analysis, Chemical and Biomedical Engineering, Dimensionality Reduction, Computational Thinking, Markov Model, Algorithms

    Beginner · Course · 1 - 3 Months

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    Pontificia Universidad Católica del Perú

    Propedéutico: Fundamentos para Posgrado en Negocios

    Skills you'll gain: Writing, Business Mathematics, Business Writing, Report Writing, Financial Analysis, Learning Strategies, Statistical Analysis, Productivity, Artificial Intelligence, Business Economics, Business, Goal Setting, Responsible AI, Critical Thinking

    Beginner · Course · 1 - 3 Months

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    U

    University of Illinois Urbana-Champaign

    VLSI CAD Part I: Logic

    Skills you'll gain: Computational Logic, Application Specific Integrated Circuits, Theoretical Computer Science, Data Structures, Verification And Validation, Computer Architecture, Systems Design, Algorithms, Computer Engineering, Mathematical Software, Design Software, Computer Programming Tools, Debugging, Digital Design, Software Development Tools

    4.6
    Rating, 4.6 out of 5 stars
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    557 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    DeepLearning.AI

    Unsupervised Learning, Recommenders, Reinforcement Learning

    Skills you'll gain: Unsupervised Learning, Applied Machine Learning, Responsible AI, Data Ethics, Machine Learning, Supervised Learning, Artificial Intelligence, Reinforcement Learning, Artificial Neural Networks, Deep Learning, Anomaly Detection, Dimensionality Reduction, Algorithms

    4.9
    Rating, 4.9 out of 5 stars
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    5.4K reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Tinkering Fundamentals: Circuits: Exploratorium
  • Excel/VBA for Creative Problem Solving: University of Colorado Boulder
  • Academic Skills for University Success: Capstone: The University of Sydney
  • DeepLearning.AI TensorFlow Developer: DeepLearning.AI
  • Business Execution: Ops, Team Management & Communication: Coursera
  • Training and Learning Online: University of Leeds
  • Number Theory and Cryptography: University of California San Diego
  • How to Write Emails and Engage Professors: University of California, Davis
  • Introduction to Bioinformatics: Birla Institute of Technology & Science, Pilani
  • Propedéutico: Fundamentos para Posgrado en Negocios: Pontificia Universidad Católica del Perú

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