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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: New
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    Packt

    Advanced Problem-Solving Methods and Search Algorithms

    Skills you'll gain: Algorithms, Computational Thinking, Data Structures, Geometry

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Illinois Urbana-Champaign

    Microeconomics Principles

    Skills you'll gain: Supply And Demand, Economics, Market Dynamics, Behavioral Economics, Social Sciences, Resource Allocation, Market Analysis, Socioeconomics, Consumer Behaviour, Decision Making, Critical Thinking

    4.8
    Rating, 4.8 out of 5 stars
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    3.3K reviews

    Beginner · Course · 1 - 4 Weeks

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    SAP

    SAP Professional Fundamentals

    Skills you'll gain: Consulting, Relationship Management, Business Consulting, Management Consulting, Product Strategy, SAP Applications, Technical Consulting, Relationship Building, Project Management, Project Management Life Cycle, Consultative Approaches, Project Implementation, Agile Methodology, Company, Product, and Service Knowledge, Waterfall Methodology, Solution Delivery, Systems Thinking, Business Transformation, Design Thinking

    4.7
    Rating, 4.7 out of 5 stars
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    1.1K reviews

    Beginner · Course · 1 - 3 Months

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    U

    University of Minnesota

    Creative Problem Solving

    Skills you'll gain: Creativity, Creative Thinking, Creative Problem-Solving, Brainstorming, Cognitive flexibility, Persistence, Innovation, Problem Solving, Adaptability, Personal Development

    4.4
    Rating, 4.4 out of 5 stars
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    2.4K reviews

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Advanced Data Structures and Problem-Solving Techniques

    Skills you'll gain: Computational Thinking, Algorithms, Programming Principles, Data Structures, Problem Solving, Javascript, Performance Tuning

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    DeepLearning.AI

    Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning

    Skills you'll gain: Tensorflow, Computer Vision, Model Evaluation, Image Analysis, Convolutional Neural Networks, Keras (Neural Network Library), Deep Learning, Artificial Neural Networks, Model Training, Applied Machine Learning, Artificial Intelligence, Data Preprocessing, Machine Learning

    4.8
    Rating, 4.8 out of 5 stars
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    20K reviews

    Intermediate · Course · 1 - 4 Weeks

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    IBM

    IBM UI/UX Designer

    Skills you'll gain: User Story, Information Architecture, UI/UX Research, User Research, Persona (User Experience), User Interface and User Experience (UI/UX) Design, Design Thinking, Agile Software Development, UI/UX Strategy, Scrum (Software Development), User Centered Design, Design Research, Responsive Web Design, User Interface (UI), Figma (Design Software), Wireframing, User Experience, Adobe XD, Responsible AI, Prototyping

    4.8
    Rating, 4.8 out of 5 stars
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    2.9K reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    U

    University of Colorado Boulder

    Foundations of Data Structures and Algorithms

    Skills you'll gain: Theoretical Computer Science, Algorithms, Graph Theory, Data Structures, Operations Research, Quantum computing, Public Key Cryptography Standards (PKCS), Cryptography, Computational Thinking, Design Strategies, Cryptographic Protocols, Tree Maps, Encryption, Network Model, Combinatorics, Data Science, Computer Science, Mathematical Modeling, Mathematical Software, Python Programming

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    963 reviews

    Advanced · Specialization · 3 - 6 Months

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    Yale University

    Connected Leadership

    Skills you'll gain: Systems Thinking, Organizational Leadership, Strategic Leadership, Leadership, Initiative and Leadership, Team Leadership, Productivity, Team Building, Professional Development, Team Management, Teamwork, Leadership and Management, Action Oriented, Visionary, Time Management, Prioritization, Planning, Emotional Intelligence, Personal Development, Plan Execution

    4.8
    Rating, 4.8 out of 5 stars
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    784 reviews

    Intermediate · Course · 1 - 3 Months

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    Yale University

    Everyday Parenting: The ABCs of Child Rearing

    Skills you'll gain: Applied Behavior Analysis, Behavior Management, Positive Behavior Support, Parent Communication, Behavioral Management, Communication Strategies, Mental Health, Working With Children, Habit Formation, Community Mental Health Services, Family Support, Mental and Behavioral Health, Child Development, Constructive Feedback, Problem Solving

    4.9
    Rating, 4.9 out of 5 stars
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    3.2K reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    Universidad Nacional Autónoma de México

    Aprender

    Skills you'll gain: Learning Strategies, Human Learning, Learning Theory, Quick Learning, Self-Motivation, Literacy, Mental Concentration, Cognitive flexibility, Critical Thinking, Productivity, Personal Development, Motivational Skills, Self-Awareness

    4.9
    Rating, 4.9 out of 5 stars
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    5.5K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Effective Problem-Solving and Decision-Making

    Skills you'll gain: Creative Thinking, Performance Measurement, Teamwork, Performance Metric, Open Mindset, Organizational Strategy, Team Collaboration

    4.6
    Rating, 4.6 out of 5 stars
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    7.6K reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Advanced Problem-Solving Methods and Search Algorithms: Packt
  • Microeconomics Principles: University of Illinois Urbana-Champaign
  • SAP Professional Fundamentals: SAP
  • Creative Problem Solving: University of Minnesota
  • Advanced Data Structures and Problem-Solving Techniques: Packt
  • Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning: DeepLearning.AI
  • IBM UI/UX Designer: IBM
  • Foundations of Data Structures and Algorithms: University of Colorado Boulder
  • Connected Leadership: Yale University
  • Everyday Parenting: The ABCs of Child Rearing: Yale University

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