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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


  • Status: Preview
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    Y

    Yonsei University

    Deep Learning for Business

    Skills you'll gain: Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Artificial Neural Networks, Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Technology Strategies, Business Strategy, Natural Language Processing, Artificial Intelligence, Machine Learning, Reinforcement Learning, Unsupervised Learning

    4.4
    Rating, 4.4 out of 5 stars
    ·
    685 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Fandom, Social Media, and Authenticity in the Digital Age

    Skills you'll gain: digital literacy, Social Media, Self-Awareness, Literacy, Content Creation, Personal Development, Blogs, Diversity Awareness, Instagram, Media and Communications, Sociology, Electronic Media, Critical Thinking, Social Studies, Social Sciences, Culture, Cultural Responsiveness, Case Studies, Analysis, Writing

    4.6
    Rating, 4.6 out of 5 stars
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    13 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Introduction to Biology: Biodiversity

    Skills you'll gain: Biology, Microbiology, Environmental Science, Physiology, Molecular Biology, Cell Biology, Taxonomy

    4.9
    Rating, 4.9 out of 5 stars
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    71 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    Advancing Women in Tech

    The Art & Science of Product Management

    Skills you'll gain: Cross-Functional Team Leadership, Technical Product Management, Engineering Management, Product Management, Team Leadership, Artificial Intelligence and Machine Learning (AI/ML), User Experience Design, Design, Software Design, Artificial Intelligence, Interviewing Skills, Machine Learning, Deep Learning, Technical Communication

    4.5
    Rating, 4.5 out of 5 stars
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    156 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    AI Workflow: Data Analysis and Hypothesis Testing

    Skills you'll gain: Data Visualization, Exploratory Data Analysis, Data Presentation, Probability Distribution, Statistical Hypothesis Testing, Dashboard, Data Analysis, Data Science, Probability & Statistics, Statistical Analysis, Jupyter, Matplotlib, Data Preprocessing, Data Cleansing, Pandas (Python Package), Statistical Inference, Statistics, Data Manipulation, Python Programming, Machine Learning

    4.3
    Rating, 4.3 out of 5 stars
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    127 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Cloud Computing Applications, Part 2: Big Data and Applications in the Cloud

    Skills you'll gain: Big Data, Apache Spark, Apache Hadoop, Apache Mahout, Distributed Computing, Data Storage, Data Processing, NoSQL, Apache Kafka, Cloud Computing, Real Time Data, Databases, Analytics, Deep Learning, Scalability, Machine Learning Algorithms, Graph Theory, Machine Learning

    4.3
    Rating, 4.3 out of 5 stars
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    342 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Sustainability for Business

    Skills you'll gain: Sustainable Business, Corporate Sustainability, Stakeholder Engagement, Environmental Social And Corporate Governance (ESG), Sustainability Reporting, Performance Measurement, Strategic Partnership, Sustainable Development, Corporate Strategy, Sustainability Standards, Supply Management, Procurement, Business Strategies, Business Operations, Strategic Communication, Business Leadership, Organizational Strategy, Supply Chain Management, Systems Thinking, Communication

    4.4
    Rating, 4.4 out of 5 stars
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    28 reviews

    Beginner · Specialization · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    Innovation: From Creativity to Entrepreneurship Capstone

    Skills you'll gain: Creative Thinking, Creativity, Innovation, Business Modeling, Strategic Thinking, Ideation, Entrepreneurship, Strategic Planning, Business Development, Business Strategy, New Business Development, Business Analysis, Collaboration, Analysis, Financial Analysis, Performance Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    86 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Using Educational Technology with English Learners

    Skills you'll gain: Web Content Accessibility Guidelines, digital literacy, Education Software and Technology, English Language, Learning Management Systems, Lifelong Learning, Collaboration, Creativity, Critical Thinking, Cultural Responsiveness, Communication

    4.9
    Rating, 4.9 out of 5 stars
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    23 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Value Stream Mapping

    Skills you'll gain: Process Mapping, Strategic Thinking, Process Analysis, Process Management, Business Workflow Analysis, Operational Efficiency, Business Process Improvement, Process Improvement, Lean Methodologies, Waste Minimization

    4.1
    Rating, 4.1 out of 5 stars
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    42 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    U

    University of Colorado Boulder

    The Power of Sport in American Culture

    Skills you'll gain: Public Affairs, Culture, Cultural Diversity, Sociology, Social Sciences, Social Justice, Political Sciences, Diversity Awareness, Media and Communications, Intercultural Competence, Diversity and Inclusion, Social Impact, Critical Thinking

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    Arizona State University

    Python: A Guided Journey from Introduction to Application

    Skills you'll gain: Supervised Learning, Unsupervised Learning, Matplotlib, File I/O, Generative Adversarial Networks (GANs), NumPy, Object Oriented Programming (OOP), Deep Learning, Image Analysis, Plot (Graphics), Machine Learning Algorithms, Object Oriented Design, Applied Machine Learning, Integrated Development Environments, Pandas (Python Package), Python Programming, Machine Learning, Event-Driven Programming, Programming Principles, Computer Programming

    4
    Rating, 4 out of 5 stars
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    73 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Deep Learning for Business: Yonsei University
  • Fandom, Social Media, and Authenticity in the Digital Age: University of Colorado Boulder
  • Introduction to Biology: Biodiversity: Rice University
  • The Art & Science of Product Management: Advancing Women in Tech
  • AI Workflow: Data Analysis and Hypothesis Testing: IBM
  • Cloud Computing Applications, Part 2: Big Data and Applications in the Cloud: University of Illinois Urbana-Champaign
  • Sustainability for Business: University of Colorado Boulder
  • Innovation: From Creativity to Entrepreneurship Capstone: University of Illinois Urbana-Champaign
  • Using Educational Technology with English Learners: Rice University
  • Value Stream Mapping: Coursera

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