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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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    The University of Edinburgh

    Learning for a Sustainable Future: Live at COP29

    Skills you'll gain: Sustainable Development, Cooperation, Discussion Facilitation, Collaboration, Research, Community Development, Creative Thinking, Community Outreach, Climate Change Adaptation, Student Engagement, Environmental Policy, Climate Change Mitigation, Education and Training

    4.6
    Rating, 4.6 out of 5 stars
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    45 reviews

    Beginner · Course · 1 - 4 Weeks

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    Illinois Tech

    New Tech Ventures

    Skills you'll gain: Design Thinking, Global Marketing, Entrepreneurship, Business Modeling, Innovation, Team Building, Storytelling, Market Research, Team Management, Oral Expression, Entrepreneurial Finance, New Product Development, Business Strategies, Project Design, Team Leadership, Fundraising and Crowdsourcing, Financial Planning, Customer Engagement, Business Ethics, Competitive Analysis

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

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    IE Business School

    Cognitive and Experiential Diversity

    Skills you'll gain: Cognitive flexibility, Diversity Awareness, Diversity and Inclusion, Cultural Diversity, Innovation, Organizational Effectiveness, Organizational Change, Organizational Strategy, Systems Thinking, Leadership

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Hyperparameter Tuning with Keras Tuner

    Skills you'll gain: Keras (Neural Network Library), Artificial Neural Networks, Applied Machine Learning, Deep Learning, Python Programming, Performance Tuning, Machine Learning Algorithms, Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
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    70 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Universidad Autónoma Metropolitana

    Ciudades en Transición

    Skills you'll gain: Socioeconomics, Sustainable Development, Social Sciences, Geographic Information Systems, Environment, Systems Thinking, Cultural Diversity, Climate Change Adaptation, Public Health, Spatial Analysis, Digital Transformation, Governance, Transportation Operations, Climate Change Mitigation

    4.7
    Rating, 4.7 out of 5 stars
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    12 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Duke University

    Designing Larger Python Programs for Data Science

    Skills you'll gain: Python Programming, Simulations, Debugging, Pandas (Python Package), Program Development, Unit Testing, Test Case, Data Science, Development Testing, Software Design, Computational Thinking, Integration Testing, Computer Programming, Object Oriented Programming (OOP), Data Manipulation, Data Structures, Software Engineering, Systems Integration, Software Development

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Fundamentals of Programming Using Flowchart and Pseudocode

    Skills you'll gain: Pseudocode, Programming Principles, Software Visualization, Computational Logic, Debugging, Computer Programming, Graphical Tools

    Beginner · Course · 1 - 3 Months

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    Universidad Austral

    Procesamiento de Lenguaje Natural

    Skills you'll gain: Web Scraping, Natural Language Processing, Data Integration, Data Processing, MLOps (Machine Learning Operations), Data Cleansing, Artificial Neural Networks, Tensorflow, Text Mining, Jupyter, Application Lifecycle Management, Pandas (Python Package), Systems Architecture, Analysis, Deep Learning, Application Development, Scripting, Algorithms, Data Transformation, Python Programming

    4.2
    Rating, 4.2 out of 5 stars
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    55 reviews

    Beginner · Specialization · 3 - 6 Months

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    University of Colorado Boulder

    Deep Learning Applications for Computer Vision

    Skills you'll gain: Tensorflow, Computer Vision, Image Analysis, Artificial Neural Networks, Applied Machine Learning, Deep Learning, Machine Learning Methods, Machine Learning, Computer Graphics, Artificial Intelligence, Feature Engineering, Algorithms

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    88 reviews

    Intermediate · Course · 1 - 3 Months

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    Illinois Tech

    Business Economics and Game Theory for Decision Making

    Skills you'll gain: Game Theory, Market Dynamics, Business Economics, Strategic Decision-Making, Strategic Thinking, Business Strategy, Price Negotiation, Supply And Demand, Economics, Market Analysis, Competitive Analysis, Consumer Behaviour, Profit and Loss (P&L) Management, Policy Analysis

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
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    45 reviews

    Intermediate · Course · 1 - 3 Months

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    Adobe

    Adobe Photoshop Foundations

    Skills you'll gain: Adobe Photoshop, Adobe Creative Cloud, Photo Editing, Generative AI, Image Quality, Generative AI Agents, Graphic and Visual Design, File Management, Design, Creative Thinking, Color Theory, Storytelling

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    GenAI for Customer Journey Mapping

    Skills you'll gain: Generative AI, Customer Insights, AI Personalization, Customer Analysis, ChatGPT, Customer experience strategy (CX), Real Time Data, Persona Development, Design Thinking, Predictive Analytics, Artificial Intelligence, Analysis, Design

    Intermediate · Course · 1 - 4 Weeks

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

  • Learning for a Sustainable Future: Live at COP29: The University of Edinburgh
  • New Tech Ventures: Illinois Tech
  • Cognitive and Experiential Diversity: IE Business School
  • Hyperparameter Tuning with Keras Tuner: Coursera
  • Ciudades en Transición: Universidad Autónoma Metropolitana
  • Designing Larger Python Programs for Data Science: Duke University
  • Fundamentals of Programming Using Flowchart and Pseudocode: Packt
  • Procesamiento de Lenguaje Natural: Universidad Austral
  • Deep Learning Applications for Computer Vision: University of Colorado Boulder
  • Business Economics and Game Theory for Decision Making: Illinois Tech

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