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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 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

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    University of Colorado Boulder

    Leading the Way: Becoming a Sustainability Change Agent

    Skills you'll gain: Sustainable Development, Sustainable Business, Corporate Sustainability, Sustainable Design, Systems Thinking, Professional Development, Leadership, Strategic Leadership, Change Management, Professional Networking, Self-Awareness

    Build toward a degree

    Beginner · Course · 1 - 4 Weeks

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    H2O.ai

    Practical Machine Learning on H2O

    Skills you'll gain: Model Evaluation, Unsupervised Learning, Deep Learning, Autoencoders, Anomaly Detection, Applied Machine Learning, Machine Learning, Supervised Learning, Decision Tree Learning, Predictive Modeling, Classification Algorithms, Data Preprocessing, Random Forest Algorithm, Data Manipulation, Feature Engineering, Dimensionality Reduction

    4.5
    Rating, 4.5 out of 5 stars
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    74 reviews

    Intermediate · Course · 1 - 3 Months

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    University of Colorado Boulder

    Advanced Strategies for Sustainable Business

    Skills you'll gain: Sustainable Business, Corporate Sustainability, Sustainability Reporting, Environmental Social And Corporate Governance (ESG), Performance Measurement, Strategic Partnership, Sustainability Standards, Business Strategies, Business Leadership, Organizational Strategy, Business Ethics, Goal Setting, Key Performance Indicators (KPIs), Human Capital, Stakeholder Engagement, Brand Management, Employee Engagement, Systems Thinking, Supply Chain Management, Communication Strategies

    Beginner · Course · 1 - 4 Weeks

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    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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    Fundação Instituto de Administração

    Análise de Dados para Workforce Management

    Skills you'll gain: Workforce Management, People Analytics, Big Data, HR Tech, Workforce Planning, Data Mining, Data-Driven Decision-Making, Human Resource Strategy, Deep Learning, Human Resources Management and Planning, Digital Transformation, Human Resources, Ggplot2, Data Visualization Software, Plot (Graphics), Data Modeling, R Programming, Analytics, Data Science, Data Manipulation

    4.4
    Rating, 4.4 out of 5 stars
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    78 reviews

    Beginner · Specialization · 1 - 3 Months

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    The University of Sydney

    مهارات حل المسائل لتحقيق النجاح في الجامعة

    Skills you'll gain: Creative Problem-Solving, Problem Solving, Creative Thinking, Cognitive flexibility, Analytical Skills, Critical Thinking, Ethical Standards And Conduct, Research, Communication

    Beginner · Course · 1 - 3 Months

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    Illinois Tech

    Data Analytics and Deep Learning

    Skills you'll gain: NoSQL, Big Data, Model Evaluation, Apache Hadoop, Recurrent Neural Networks (RNNs), Deep Learning, Statistical Analysis, Data Visualization, Data Analysis, Exploratory Data Analysis, Apache Spark, Generative AI, Convolutional Neural Networks, Transfer Learning, Data Infrastructure, Data Cleansing, Real Time Data, Apache Kafka, Data Management, Machine Learning

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
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    38 reviews

    Intermediate · Specialization · 3 - 6 Months

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    University of Minnesota

    Analytics Project Ideation

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Simulations, Exploratory Data Analysis, Experimentation, Research Design, Business Analytics, Operations Research, Project Design, Customer Analysis, A/B Testing, Data Mining, Business Analysis, Analytical Skills, Ideation, Advanced Analytics, Applied Machine Learning, Process Mapping, Problem Solving, Critical Thinking

    Beginner · Specialization · 3 - 6 Months

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    University of Colorado Boulder

    Resilience Engineering and Leadership in Crisis

    Skills you'll gain: Crisis Management, Systems Thinking, Leadership, Strategic Communication, Threat Management, Climate Change Adaptation, Resilience, Change Management, Threat Detection, Infrastructure Security, Business Continuity, Disaster Recovery, Organizational Change, Engineering Management, Emergency Response, Contingency Planning, Business Ethics, Communication, Risk Analysis, Sustainable Development

    Build toward a degree

    Intermediate · Specialization · 3 - 6 Months

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    Fundação Instituto de Administração

    Lições Aprendidas com Liderança Inclusiva

    Skills you'll gain: Diversity and Inclusion, Ideation, Diversity Programs, Workplace inclusivity, Digital Transformation, Creative Thinking, Organizational Leadership, Business Modeling, Business Leadership, Leadership, Entrepreneurship, Innovation, Creativity, Diversity Awareness, Creative Problem-Solving, Leadership Development, Brainstorming, People Management, Operational Excellence, Value Propositions

    4.7
    Rating, 4.7 out of 5 stars
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    80 reviews

    Beginner · Specialization · 3 - 6 Months

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    Real Madrid Graduate School Universidad Europea

    Foundations of Sports Marketing

    Skills you'll gain: Marketing Analytics, Strategic Partnership, Marketing, Key Performance Indicators (KPIs), Customer Engagement, Product Marketing, Marketing Strategy and Techniques, Return On Investment, Stakeholder Management, Branding, Digital Marketing, Brand Management, Advertising, Consumer Behaviour, Sales Process, Public Relations, Emotional Intelligence, Price Negotiation, Data Analysis, Creative Thinking

    Beginner · Course · 1 - 4 Weeks

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

  • مهارات التواصل لتحقيق النجاح في الجامعة: The University of Sydney
  • Leading the Way: Becoming a Sustainability Change Agent: University of Colorado Boulder
  • Practical Machine Learning on H2O: H2O.ai
  • Advanced Strategies for Sustainable Business: University of Colorado Boulder
  • Deep Learning with PyTorch : GradCAM: Coursera
  • Análise de Dados para Workforce Management: Fundação Instituto de Administração
  • مهارات حل المسائل لتحقيق النجاح في الجامعة: The University of Sydney
  • Data Analytics and Deep Learning: Illinois Tech
  • Analytics Project Ideation: University of Minnesota
  • Resilience Engineering and Leadership in Crisis: University of Colorado Boulder

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