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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.


More to explore:

Popular Computational Thinking Courses and Certifications


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    U

    Università di Napoli Federico II

    Global Politics

    Skills you'll gain: International Relations, Political Sciences, Social Studies, Social Sciences, Diplomacy, World History, Research, Governance, Environmental Issue, Cultural Diversity, Intercultural Competence, Economics, Climate Change Adaptation

    4.4
    Rating, 4.4 out of 5 stars
    ·
    57 reviews

    Beginner · Course · 1 - 4 Weeks

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    É

    École Polytechnique Fédérale de Lausanne

    Mobilité et urbanisme

    Skills you'll gain: Land Development, Transportation Operations, Spatial Analysis, Systems Thinking, Geospatial Information and Technology, Socioeconomics, Network Analysis, Case Studies, Public Policies

    4.6
    Rating, 4.6 out of 5 stars
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    120 reviews

    Mixed · Course · 1 - 3 Months

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    E

    Edge Impulse

    Computer Vision with Embedded Machine Learning

    Skills you'll gain: Computer Vision, Convolutional Neural Networks, Image Analysis, Transfer Learning, Artificial Neural Networks, Embedded Systems, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Deep Learning, Model Deployment, Data Ethics, Data Preprocessing, Machine Learning, Computer Programming, Model Evaluation, Python Programming

    4.8
    Rating, 4.8 out of 5 stars
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    160 reviews

    Intermediate · Course · 1 - 4 Weeks

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    I

    IBM

    Deep Learning and Reinforcement Learning

    Skills you'll gain: Autoencoders, Generative AI, Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Reinforcement Learning, Generative Adversarial Networks (GANs), Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Unsupervised Learning, Machine Learning Methods, Transfer Learning, Artificial Neural Networks, Keras (Neural Network Library), Machine Learning, Computer Vision, Dimensionality Reduction, Model Evaluation

    4.6
    Rating, 4.6 out of 5 stars
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    284 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Dartmouth College

    Why Smart Executives Fail: Common Mistakes & Warning Signs

    Skills you'll gain: Strategic Leadership, Business Leadership, Leadership, Organizational Leadership, Leadership Development, Strategic Decision-Making, Culture Transformation, Accountability, Strategic Thinking, Organizational Change, Business Strategy, Compensation Management, Change Management, Company, Product, and Service Knowledge, Industrial and Organizational Psychology, Case Studies

    4.9
    Rating, 4.9 out of 5 stars
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    409 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    U

    University of Pennsylvania

    Calculus: Single Variable Part 4 - Applications

    Skills you'll gain: Calculus, Integral Calculus, Applied Mathematics, Probability & Statistics, Geometry, Probability, Advanced Mathematics, Torque (Physics), Statistics, Mechanics, Mathematical Modeling, Physics

    4.9
    Rating, 4.9 out of 5 stars
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    280 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Parsons School of Design, The New School

    Healthier Materials and Sustainable Building

    Skills you'll gain: Sustainable Architecture, Sustainable Design, Chemistry, Construction, Building Design, Materials Management, Procurement, Environment Health And Safety, Sustainable Development, Health Disparities, Public Health, Sustainability Standards, Environmental Engineering, Architectural Design, Systems Thinking, Chemical Engineering, Waste Minimization, Health Assessment, Hazard Analysis, Architectural Engineering

    4.8
    Rating, 4.8 out of 5 stars
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    86 reviews

    Intermediate · Specialization · 1 - 3 Months

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    N

    New York Institute of Finance

    Reinforcement Learning for Trading Strategies

    Skills you'll gain: Reinforcement Learning, Recurrent Neural Networks (RNNs), Financial Trading, Deep Learning, Portfolio Management, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Applied Machine Learning, Markov Model, Portfolio Risk, Financial Market, Time Series Analysis and Forecasting, Risk Management

    3.5
    Rating, 3.5 out of 5 stars
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    245 reviews

    Intermediate · Course · 1 - 4 Weeks

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    U

    University of California, Davis

    AI for Knowledge Workers

    Skills you'll gain: Prompt Engineering, Generative AI, Anthropic Claude, Responsible AI, ChatGPT, LLM Application, Data Ethics, AI Enablement, Artificial Intelligence, Artificial Neural Networks, Brainstorming, Machine Learning, Deep Learning, Information Privacy

    4.5
    Rating, 4.5 out of 5 stars
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    185 reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    Universidad de Palermo

    Introduction to Java

    Skills you'll gain: Eclipse (Software), Java, Java Programming, Object Oriented Programming (OOP), Integrated Development Environments, Data Structures, File I/O, Programming Principles, Algorithms, Computer Programming, Development Environment, Computational Thinking, Debugging, Software Development

    Beginner · Course · 1 - 4 Weeks

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    U

    Universitat Autònoma de Barcelona

    Detección de objetos

    Skills you'll gain: Computer Vision, Image Analysis, Convolutional Neural Networks, Classification Algorithms, Machine Learning Algorithms, Deep Learning, Supervised Learning, Machine Learning, Model Evaluation, Artificial Intelligence, Algorithms

    4.4
    Rating, 4.4 out of 5 stars
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    352 reviews

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Where, Why, and How of Lambda Functions in Python

    Skills you'll gain: Pandas (Python Package), Data Manipulation, Jupyter, Exploratory Data Analysis, Python Programming, Computational Logic

    4.8
    Rating, 4.8 out of 5 stars
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    34 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • Global Politics: Università di Napoli Federico II
  • Mobilité et urbanisme: École Polytechnique Fédérale de Lausanne
  • Computer Vision with Embedded Machine Learning: Edge Impulse
  • Deep Learning and Reinforcement Learning: IBM
  • Why Smart Executives Fail: Common Mistakes & Warning Signs: Dartmouth College
  • Calculus: Single Variable Part 4 - Applications: University of Pennsylvania
  • Healthier Materials and Sustainable Building: Parsons School of Design, The New School
  • Reinforcement Learning for Trading Strategies: New York Institute of Finance
  • AI for Knowledge Workers: University of California, Davis
  • Introduction to Java: Universidad de Palermo

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