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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
    Preview
    U

    University of Minnesota

    Creative Problem Solving

    Skills you'll gain: Creativity, Creative Thinking, Creative Problem-Solving, Brainstorming, Cognitive flexibility, Persistence, Curiosity, Resourcefulness, Innovation, Problem Solving, Growth Mindedness, Adaptability, Motivational Skills

    4.4
    Rating, 4.4 out of 5 stars
    ·
    2.4K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    Status: AI skills
    AI skills
    I

    IBM

    IBM Deep Learning with PyTorch, Keras and Tensorflow

    Skills you'll gain: Transfer Learning, PyTorch (Machine Learning Library), Model Evaluation, Vision Transformer (ViT), Keras (Neural Network Library), Deep Learning, Reinforcement Learning, Convolutional Neural Networks, Unsupervised Learning, Autoencoders, Artificial Neural Networks, Recurrent Neural Networks (RNNs), Generative Adversarial Networks (GANs), Logistic Regression, Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Image Analysis, Data Preprocessing, Model Deployment, Computer Vision

    4.5
    Rating, 4.5 out of 5 stars
    ·
    4.1K reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    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, Computer Programming, Spreadsheet Software, Simulations, Code Review, Algorithms, UI Components, Debugging, Data Management, User Interface (UI), File I/O, Data Cleansing, Automation, Data Validation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    4.8K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    Convolutional Neural Networks in TensorFlow

    Skills you'll gain: Convolutional Neural Networks, Transfer Learning, Model Evaluation, Tensorflow, Keras (Neural Network Library), Computer Vision, Classification Algorithms, Image Analysis, Applied Machine Learning, Deep Learning, Machine Learning, Data Preprocessing

    4.7
    Rating, 4.7 out of 5 stars
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    8.2K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    D

    Deep Teaching Solutions

    Aprendendo a aprender: ferramentas mentais poderosas para ajudá-lo a dominar assuntos difíceis (em Português) [Learning How to Learn]

    Skills you'll gain: Productivity, Lifelong Learning, Learning Strategies, Time Management, Willingness To Learn, Mental Concentration, Problem Solving, Overcoming Obstacles, Creative Thinking, Persistence, Cognitive flexibility, Stress Management, Planning

    4.9
    Rating, 4.9 out of 5 stars
    ·
    4.2K reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    P

    Packt

    Leaders Leap: Transformational Leadership Mindset

    Skills you'll gain: Brand Strategy, Willingness To Learn, Leadership Development, Innovation, Leadership, Creative Thinking, Organizational Leadership, Risk Management, Business Transformation, Adaptability, Strategic Leadership, Emotional Intelligence, Growth Mindedness, Self-Awareness, Professional Development, Storytelling, Personal Development, Executive Presence, Change Management, Decision Making

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    Introduction to Programming with MATLAB

    Skills you'll gain: File I/O, Matlab, Computer Programming, Programming Principles, Debugging, Mathematical Software, Development Environment, Computer Science, User Interface (UI), Data Structures, Engineering Calculations, Plot (Graphics), Problem Solving

    4.8
    Rating, 4.8 out of 5 stars
    ·
    18K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    FPGA Design for Embedded Systems

    Skills you'll gain: Field-Programmable Gate Array (FPGA), Hardware Design, Verification And Validation, Electronic Systems, Embedded Systems, Electronics Engineering, Application Specific Integrated Circuits, Electronic Hardware, Electronics, Systems Design, Software Design, Program Development, Integrated Development Environments, System Design and Implementation, Computer Architecture, Eclipse (Software), Computational Logic, Hardware Architecture, Software Development, Computer Engineering

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
    ·
    1.7K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Dynamic Programming, Greedy Algorithms

    Skills you'll gain: Theoretical Computer Science, Algorithms, Computational Thinking, Pseudocode, Data Structures, Design Strategies, Programming Principles, Computer Science, Advanced Mathematics, Python Programming, Analysis

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    236 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    Lund University

    Greening the Economy: Sustainable Cities

    Skills you'll gain: Sustainable Development, Sustainable Design, Land Development, Water Sustainability, Sustainable Technologies, Community Development, Economic Development, Environmental Issue, Governance, Systems Thinking, Energy and Utilities, Climate Change Mitigation, Case Studies, Stakeholder Engagement

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.5K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    T

    The Museum of Modern Art

    Teaching with Art: Using Inquiry, Activities, and Themes

    Skills you'll gain: Design Thinking, Art History, Liberal Arts, Lesson Planning, Literacy, Creative Thinking, Aesthetics, Learning Styles, Teaching, Learning Strategies, Social Studies, Empathy, Instructing, Emotional Intelligence, Creativity, Instructional Strategies, Student Engagement, Classroom Management, Curriculum Planning, Self-Awareness

    4.8
    Rating, 4.8 out of 5 stars
    ·
    2.1K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Finding Mutations in DNA and Proteins (Bioinformatics VI)

    Skills you'll gain: Bioinformatics, Markov Model, Molecular Biology, Machine Learning Methods, Computational Thinking, Algorithms, Data Structures

    4.6
    Rating, 4.6 out of 5 stars
    ·
    61 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Creative Problem Solving: University of Minnesota
  • IBM Deep Learning with PyTorch, Keras and Tensorflow: IBM
  • Excel/VBA for Creative Problem Solving: University of Colorado Boulder
  • Convolutional Neural Networks in TensorFlow: DeepLearning.AI
  • Aprendendo a aprender: ferramentas mentais poderosas para ajudá-lo a dominar assuntos difíceis (em Português) [Learning How to Learn]: Deep Teaching Solutions
  • Leaders Leap: Transformational Leadership Mindset: Packt
  • Introduction to Programming with MATLAB: Vanderbilt University
  • FPGA Design for Embedded Systems: University of Colorado Boulder
  • Dynamic Programming, Greedy Algorithms: University of Colorado Boulder
  • Greening the Economy: Sustainable Cities: Lund University

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