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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 Illinois Urbana-Champaign

    Innovation: From Creativity to Entrepreneurship

    Skills you'll gain: Entrepreneurship, Strategic Decision-Making, Innovation, Creativity, Team Management, Creative Problem-Solving, Ideation, Technology Strategies, Creative Thinking, Business Modeling, Engineering Management, Strategic Thinking, Collaboration, People Management, Business Planning, Team Collaboration, Decision Making, Strategic Planning, New Product Development, New Business Development

    4.8 stars, 3.8K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (3.8K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • U

    University of Minnesota

    Information​ ​Systems

    Skills you'll gain: Enterprise Resource Planning, Business Systems Analysis, Systems Analysis, Requirements Analysis, Cybersecurity, Business Requirements, Business Analysis, Business Systems, Cyber Attacks, Cloud Computing, Cyber Security Strategy, Cloud Services, IT Management, Change Management, Business Software, Organizational Change, Technology Strategies, Information Technology, Project Management, Critical Thinking

    4.8 stars, 2.2K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (2.2K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of California San Diego

    Introduction to Big Data

    Skills you'll gain: Big Data, Apache Hadoop, Scalability, Data Processing, Data Science, Distributed Computing, Unstructured Data, Data Infrastructure, Data Analysis, Data Quality, File Systems

    4.6 stars, 11K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.6 (11K) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Pennsylvania

    AI Fundamentals for Non-Data Scientists

    Skills you'll gain: Machine Learning Methods, Generative AI, Data Management, Generative Model Architectures, Big Data, Statistical Machine Learning, Applied Machine Learning, Machine Learning Algorithms, Generative Adversarial Networks (GANs), AI Enablement, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Customer Data Management, AI literacy, Autoencoders, Model Optimization, Deep Learning, Model Evaluation, Algorithms

    4.8 stars, 1.1K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.8 (1.1K) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Toronto

    Self-Driving Cars

    Skills you'll gain: Computer Vision, Convolutional Neural Networks, Image Analysis, Control Systems, Robotics, Deep Learning, Simulation and Simulation Software, Software Architecture, Simulations, Safety Assurance, Global Positioning Systems, Hardware Architecture, Systems Architecture, Network Routing, Graph Theory, Estimation, Algorithms, Artificial Intelligence, Mathematical Modeling, Applied Mathematics

    4.7 stars, 3.6K reviews, Advanced, Specialization, 3 - 6 Months

    ★ 4.7 (3.6K) · Advanced · Specialization · 3 - 6 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Algorithms for Searching, Sorting, and Indexing

    Skills you'll gain: Data Structures, Algorithms, Theoretical Computer Science, Computational Thinking, Data Science, Analysis, Probability & Statistics, Python Programming

    4.7 stars, 544 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (544) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • U

    University of Michigan

    Influencing People

    Skills you'll gain: Influencing, Persuasive Communication, Leadership, Leadership Development, Professional Networking, Relationship Building, Public Speaking, Rapport Building, Decision Making, Communication, People Development, Tactfulness, Relationship Management, Social Skills, Trustworthiness, Independent Thinking, Organizational Structure

    4.8 stars, 4.3K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (4.3K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • O

    O.P. Jindal Global University

    Environmental Psychology

    Skills you'll gain: Systems Thinking, Environmental Policy, Environmental Science, Environmental Issue, Behavioral Economics, Psychology, Environment Health And Safety, Research Methodologies, Climate Change Programs, Social Justice, Environmental Social And Corporate Governance (ESG), Environmental Regulations, Environmental Laws, Policy Analysis, Policy Analysis, Research, and Development, Policy Development, Problem Solving, Decision Making, Public Policies, Regulatory Affairs

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
  • D

    DeepLearning.AI

    AI for Medical Diagnosis

    Skills you'll gain: Model Evaluation, Data Preprocessing, Convolutional Neural Networks, Image Analysis, Diagnostic Radiology, Predictive Modeling, Risk Modeling, Model Training, Statistical Machine Learning, Artificial Intelligence, Predictive Analytics, Applied Machine Learning, Medical Imaging, Machine Learning Methods, Computer Vision, Deep Learning, Natural Language Processing, Machine Learning, Radiology, Artificial Neural Networks

    4.7 stars, 2.1K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (2.1K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • R

    Rutgers the State University of New Jersey

    Supply Chain Analytics

    Skills you'll gain: Competitive Intelligence, Strategic Sourcing, Competitive Analysis, Data Storytelling, Procurement, Supplier Relationship Management, Supplier Risk Management, Inventory Management, Supplier Management, Supply Chain, Purchasing, Regression Analysis, Supplier Performance Management, Supply Chain Systems, Inventory Control, Supply Chain Management, Business Intelligence, Marketing Analytics, Supply Chain Planning, Data Analysis

    4.6 stars, 2.4K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (2.4K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    IE Business School

    Marketing Mix Implementation

    Skills you'll gain: Marketing Communications, Product Lifecycle Management, Data-Driven Marketing, Brand Strategy, Integrated Marketing Communications, Customer experience strategy (CX), Advertising Campaigns, Advertising, Marketing, Marketing Budgets, Marketing Analytics, Brand Management, Retail Management, Product Management, Marketing Channel, Product Strategy, Market Dynamics, Revenue Management, Merchandising, Communication

    4.7 stars, 6.2K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (6.2K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    IA Para Todos (Español)

    Skills you'll gain: AI Enablement, AI Product Strategy, Responsible AI, Artificial Intelligence, AI literacy, Data Ethics, AI Integrations, Applied Machine Learning, Artificial Neural Networks, Data Science, Deep Learning, Machine Learning

    4.8 stars, 1.4K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (1.4K) · Beginner · Course · 1 - 4 Weeks

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

  • Innovation: From Creativity to Entrepreneurship: University of Illinois Urbana-Champaign
  • Information​ ​Systems: University of Minnesota
  • Introduction to Big Data: University of California San Diego
  • AI Fundamentals for Non-Data Scientists: University of Pennsylvania
  • Self-Driving Cars: University of Toronto
  • Algorithms for Searching, Sorting, and Indexing: University of Colorado Boulder
  • Influencing People: University of Michigan
  • Environmental Psychology: O.P. Jindal Global University
  • AI for Medical Diagnosis: DeepLearning.AI
  • Supply Chain Analytics: Rutgers the State University of New Jersey

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