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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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    National Taiwan University

    人工智慧:機器學習與理論基礎 (Artificial Intelligence - Learning & Theory)

    Skills you'll gain: Reinforcement Learning, Theoretical Computer Science, Supervised Learning, Classification Algorithms, Model Evaluation, Machine Learning, Artificial Neural Networks, Artificial Intelligence, Deep Learning, Decision Tree Learning, Algorithms, Convolutional Neural Networks, Network Architecture

    4.6
    Rating, 4.6 out of 5 stars
    ·
    62 reviews

    Intermediate · Course · 1 - 3 Months

  • 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
    ·
    21 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Get Started with Airtable

    Skills you'll gain: Project Schedules, Project Management Software, Workflow Management, Dashboard, Real Time Data, Timelines, Kanban Principles, Database Software, Project Management, Scheduling, Data Sharing, Leadership, Problem Solving

    3.9
    Rating, 3.9 out of 5 stars
    ·
    32 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    NGO Startup Analysis with Nonprofit Business Model Canvas

    Skills you'll gain: Stakeholder Engagement, Grant Writing, Resource Allocation, Strategic Decision-Making, Proposal Development, Strategic Thinking, Business Strategies, Social Impact, Fundraising, Business Modeling, Value Propositions, Innovation, Leadership

    4.7
    Rating, 4.7 out of 5 stars
    ·
    21 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    U

    University of Virginia

    إستراتيجية الأعمال المتقدمة

    Skills you'll gain: Business Strategy, Competitive Analysis, Strategic Thinking, Stakeholder Analysis, Corporate Strategy, Strategic Decision-Making, Business Analysis, Organizational Strategy, Market Analysis, Case Studies, Product Lifecycle Management, International Finance, Risk Analysis, Global Marketing, Innovation, Diversity and Inclusion

    4.9
    Rating, 4.9 out of 5 stars
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    44 reviews

    Beginner · Course · 1 - 4 Weeks

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    The University of Sydney

    مهارات التواصل لتحقيق النجاح في الجامعة

    Skills you'll gain: Writing, Professionalism, Public Speaking, Collaboration, Verbal Communication Skills, English Language, Communication, Higher Education, Planning, Ethical Standards And Conduct, Critical Thinking, Organizational Skills, Adaptability

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Deep Learning with PyTorch : Siamese Network

    Skills you'll gain: Embeddings, PyTorch (Machine Learning Library), Artificial Neural Networks, Image Analysis, Deep Learning, Applied Machine Learning, Convolutional Neural Networks, Computer Vision

    4.7
    Rating, 4.7 out of 5 stars
    ·
    49 reviews

    Advanced · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Facial Expression Recognition with PyTorch

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

    3.9
    Rating, 3.9 out of 5 stars
    ·
    60 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Northeastern University

    Introduction to Enterprise Growth and Innovation

    Skills you'll gain: User Centered Design, Innovation, Market Opportunities, Target Market, Growth Strategies, Business Transformation, Digital Transformation, New Product Development, New Business Development, Strategic Planning, Customer Analysis, Emerging Technologies, Health Technology, Business Modeling, Critical Thinking

    Beginner · Course · 1 - 4 Weeks

  • D

    Duke University

    Practical Python: Start Your Programming Journey

    Skills you'll gain: Program Development, Debugging, Python Programming, Computer Programming, Computational Logic, Game Design, Interactive Design, Design and Product, Algorithms, Computer Science

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    G

    Google

    Visualize Data

    Skills you'll gain: Correlation Analysis, Solution Design

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Deep Learning for Real Estate Price Prediction

    Skills you'll gain: Model Evaluation, Keras (Neural Network Library), Data Preprocessing, Deep Learning, Artificial Neural Networks, Tensorflow, Applied Machine Learning, Feature Engineering, Property and Real Estate, Predictive Modeling, Data Cleansing, Data Manipulation, Machine Learning, Real Estate, Regression Analysis, Python Programming

    4.4
    Rating, 4.4 out of 5 stars
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    23 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • 人工智慧:機器學習與理論基礎 (Artificial Intelligence - Learning & Theory): National Taiwan University
  • Deep Learning with PyTorch : GradCAM: Coursera
  • Get Started with Airtable: Coursera
  • NGO Startup Analysis with Nonprofit Business Model Canvas: Coursera
  • إستراتيجية الأعمال المتقدمة: University of Virginia
  • مهارات التواصل لتحقيق النجاح في الجامعة: The University of Sydney
  • Deep Learning with PyTorch : Siamese Network: Coursera
  • Facial Expression Recognition with PyTorch : Coursera
  • Introduction to Enterprise Growth and Innovation: Northeastern University
  • Practical Python: Start Your Programming Journey : Duke University

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