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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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    DeepLearning.AI

    신경망 및 딥 러닝

    Skills you'll gain: Deep Learning, Artificial Neural Networks, Convolutional Neural Networks, Supervised Learning, Applied Machine Learning, Computer Vision, Recurrent Neural Networks (RNNs), Machine Learning, NumPy, Performance Tuning, Linear Algebra

    5
    Rating, 5 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Imperial College London

    XR in Healthcare Education and Clinical Practice

    Skills you'll gain: Augmented and Virtual Reality (AR/VR), Education Software and Technology, Augmented Reality, Medical Devices, Virtual Reality, Health Technology, Clinical Practices, Virtual Environment, Healthcare Project Management, Emerging Technologies, Business Systems Analysis, Innovation, User Centered Design, Project Planning, Critical Thinking

    4.9
    Rating, 4.9 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    C# Basics For Absolute Beginners in C# and .NET

    Skills you'll gain: Debugging, Development Environment, .NET Framework, C# (Programming Language), Microsoft Visual Studio, Programming Principles, Computational Logic, Data Structures

    Beginner · Course · 1 - 3 Months

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    Google

    Visualize Data

    Skills you'll gain: Correlation Analysis, Solution Design

    5
    Rating, 5 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Create a Superhero Name Generator with TensorFlow

    Skills you'll gain: Tensorflow, Natural Language Processing, Python Programming, Machine Learning Methods, Recurrent Neural Networks (RNNs), Data Preprocessing, Artificial Neural Networks, Machine Learning, Deep Learning

    4.7
    Rating, 4.7 out of 5 stars
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    38 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Whizlabs

    NVIDIA: Fundamentals of Deep Learning

    Skills you'll gain: Convolutional Neural Networks, Deep Learning, Transfer Learning, Image Analysis, Computer Vision, PyTorch (Machine Learning Library), Artificial Neural Networks, Tensorflow, Classification Algorithms, Machine Learning, Supervised Learning, Data Processing, Linear Algebra

    4.4
    Rating, 4.4 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Business Innovation: Prototyping, Markets, Strategy

    Skills you'll gain: Innovation, Ideation, New Product Development, Business Strategies, Design Thinking, Business Strategy, Brainstorming, Product Development, Entrepreneurship, Resource Management, Market Opportunities, Business Research, Critical Thinking

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Deep Learning with PyTorch : GradCAM

    Skills you'll gain: PyTorch (Machine Learning Library), Convolutional Neural Networks, Heat Maps, Model Evaluation, Image Analysis, Deep Learning, Computer Vision

    4.6
    Rating, 4.6 out of 5 stars
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    21 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Coursera

    GenAI for Learning and Development

    Skills you'll gain: Responsible AI, Microsoft Copilot, Generative AI, AI Enablement, Training and Development, ChatGPT, Productivity Software, Training Programs, Prompt Engineering, Developing Training Materials, Learning Management Systems, Innovation, Case Studies, Automation

    Intermediate · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Storying the Self for Leadership and Creativity

    Skills you'll gain: Constructive Feedback, Storytelling, Active Listening, Empathy, Social Skills, Relationship Building, Creativity, Oral Expression, Emotional Intelligence, Self-Awareness, Cognitive flexibility, Initiative and Leadership, Leadership, Writing and Editing, Public Speaking, Social Justice, Cultural Diversity, Personal Development, Social Sciences, Communication

    3.7
    Rating, 3.7 out of 5 stars
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    11 reviews

    Beginner · Specialization · 1 - 3 Months

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    Indian Institute for Human Settlements

    Reimagining Education for Equity

    Skills you'll gain: Social Justice, Child Development, Community Development, Working With Children, Education and Training, Socioeconomics, Higher Education, Pedagogy, Sustainable Development, Cultural Diversity, Social Impact, Teaching, Curriculum Development, Policy Analysis, Diversity Equity and Inclusion Initiatives, Qualitative Research, Critical Thinking

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Colorado Boulder

    Resilience & Leadership: Tools, Methods, & Applications

    Skills you'll gain: Crisis Management, Systems Thinking, Stakeholder Communications, Disaster Recovery, Leadership, Resilience, Business Continuity, Communication, Risk Analysis, Systems Engineering, Complex Problem Solving, Decision Making, Organizational Strategy, Vulnerability Assessments

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

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

  • 신경망 및 딥 러닝: DeepLearning.AI
  • XR in Healthcare Education and Clinical Practice: Imperial College London
  • C# Basics For Absolute Beginners in C# and .NET: Packt
  • Visualize Data: Google
  • Create a Superhero Name Generator with TensorFlow: Coursera
  • NVIDIA: Fundamentals of Deep Learning: Whizlabs
  • Business Innovation: Prototyping, Markets, Strategy: Coursera
  • Deep Learning with PyTorch : GradCAM: Coursera
  • GenAI for Learning and Development: Coursera
  • Storying the Self for Leadership and Creativity: University of Colorado Boulder

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