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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


  • U

    University of California San Diego

    Learn to Teach Java: Inheritance and Recursion

    Skills you'll gain: Java Programming, Java, Pedagogy, Program Development, Object Oriented Programming (OOP), Computer Programming, Computational Thinking, Cultural Responsiveness, Digital pedagogy, Object Oriented Design, Algorithms

    4.7
    Rating, 4.7 out of 5 stars
    ·
    11 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Virginia

    Effectuation: Lessons From Expert Entrepreneurs

    Skills you'll gain: Ideation, Resource Management, Resourcefulness, Entrepreneurship, Dealing With Ambiguity, Creative Problem-Solving, Open Mindset, Overcoming Obstacles, Growth Mindedness, Resource Utilization, Stakeholder Management, Innovation, Problem Solving, Stakeholder Engagement, Tenacity, Proactivity, Adaptability, Action Oriented, New Business Development, Persuasive Communication

    4.9
    Rating, 4.9 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of California, Irvine

    Natural Language Processing and Capstone Assignment

    Skills you'll gain: Social Media Analytics, Predictive Modeling, Natural Language Processing, Predictive Analytics, Social Media, Text Mining, Cloud Computing, Unstructured Data, Analytics, Business Analytics, Data Science, Data Analysis, Trend Analysis, Geospatial Information and Technology, Machine Learning Methods, Business Intelligence, Unsupervised Learning, Internet Of Things, Deep Learning

    4.4
    Rating, 4.4 out of 5 stars
    ·
    50 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Clemson University

    Human-Centered Artificial Intelligence

    Skills you'll gain: Responsible AI, Machine Learning Methods, Artificial Intelligence, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Human Machine Interfaces, Human Centered Design, Human Computer Interaction, Generative AI, Machine Learning, Model Evaluation, Ethical Standards And Conduct

    Build toward a degree

    3.8
    Rating, 3.8 out of 5 stars
    ·
    20 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    BiteSize Python for Absolute Beginners

    Skills you'll gain: Data Structures, Python Programming, Programming Principles, Code Reusability, Data Access, Computational Logic, Data Management, Computational Thinking, Jupyter, Computer Programming Tools

    4.9
    Rating, 4.9 out of 5 stars
    ·
    13 reviews

    Beginner · Specialization · 3 - 6 Months

  • U

    University of Glasgow

    Informed Clinical Decision Making using Deep Learning

    Skills you'll gain: Model Evaluation, Deep Learning, Descriptive Analytics, Data Ethics, Data Preprocessing, ICD Coding (ICD-9/ICD-10), Federated Learning, Autoencoders, Health Informatics, Medical Records, Data Mining, Medical Coding, Responsible AI, AI Security, Electronic Medical Record, Clinical Informatics, Predictive Modeling, Patient Flow, Predictive Analytics, Machine Learning

    4.4
    Rating, 4.4 out of 5 stars
    ·
    36 reviews

    Intermediate · Specialization · 3 - 6 Months

  • L

    Lund University

    1.5° Lifestyles: Mainstreaming Everyday Sustainability

    Skills you'll gain: Sustainable Development, Climate Change Programs, Sustainable Systems, Sustainable Business, Social Impact, Environment and Resource Management, Climate Change Mitigation, Resource Consumption Accounting, Corporate Sustainability, Systems Thinking, Consumer Behaviour, Education and Training, Social Studies, Cooperation, Community Development, Economics, Environmental Policy, Public Policies, Critical Thinking

    Beginner · Course · 1 - 3 Months

  • L

    Ludwig-Maximilians-Universität München (LMU)

    Competitive Strategy and Organization Design Project

    Skills you'll gain: Business Research, Peer Review, Consulting, Report Writing, Business Consulting, Research Reports, Management Consulting, Business Writing, Analysis, Data Visualization, Organizational Strategy, Organizational Effectiveness, Strategic Thinking, Competitive Analysis, Business Strategy, Presentations

    4.5
    Rating, 4.5 out of 5 stars
    ·
    47 reviews

    Mixed · Course · 1 - 3 Months

  • I

    Institut Mines-Télécom

    IoT Communications and Networks

    Skills you'll gain: Internet Of Things, Wireless Networks, Routing Protocols, General Networking, TCP/IP, Network Routing, Network Architecture, Network Protocols, Network Performance Management, Computer Networking, Communication Systems, OSI Models, Telecommunications

    Intermediate · Course · 1 - 3 Months

  • S

    Skillshare

    Kickstart Your Creativity with Procreate

    Skills you'll gain: Creative Design, Creativity, Habit Formation, Computer Graphic Techniques, Graphics Software, Peer Review, Digital Design, Visual Storytelling, Creative Thinking, Goal Setting, Storytelling, Constructive Feedback, Design Software, Design Elements And Principles, Color Theory, Apple software proficiency, Technical Drawing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    11 reviews

    Beginner · Specialization · 1 - 3 Months

  • G

    Google Cloud

    IA generativa: descubre los conceptos fundamentales

    Skills you'll gain: Generative AI, Google Cloud Platform, AI literacy, Data Literacy, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Unstructured Data, AI Security, Deep Learning, Machine Learning, Model Evaluation, Business Solutions

    4.1
    Rating, 4.1 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 4 Weeks

  • L

    London Business School

    Agile Organisation: Strategies for Business Resilience

    Skills you'll gain: Resilience, Operational Risk, Leadership Development, Adaptability, Team Motivation, Organizational Change, Risk Management, People Development, Organizational Leadership, Risk Management Framework, Organizational Development, Supplier Risk Management, Business Risk Management, Business Operations, Team Management, Leadership, Strategic Planning, Systems Thinking, Strategic Decision-Making, Planning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    50 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Learn to Teach Java: Inheritance and Recursion: University of California San Diego
  • Effectuation: Lessons From Expert Entrepreneurs: University of Virginia
  • Natural Language Processing and Capstone Assignment: University of California, Irvine
  • Human-Centered Artificial Intelligence: Clemson University
  • BiteSize Python for Absolute Beginners: University of Colorado Boulder
  • Informed Clinical Decision Making using Deep Learning: University of Glasgow
  • 1.5° Lifestyles: Mainstreaming Everyday Sustainability: Lund University
  • Competitive Strategy and Organization Design Project: Ludwig-Maximilians-Universität München (LMU)
  • IoT Communications and Networks: Institut Mines-Télécom
  • Kickstart Your Creativity with Procreate: Skillshare

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