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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 Colorado Boulder

    Basic Ideas in Computing Security

    Skills you'll gain: Cybersecurity, Vulnerability Management, Multi-Factor Authentication, Linux

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Illinois Urbana-Champaign

    Cloud Computing Concepts: Part 2

    Skills you'll gain: Distributed Computing, File Systems, Cloud Computing, Dataflow, Transaction Processing, Computer Security, Data Centers, Cyber Security Policies, Authorization (Computing), Apache Hadoop, Data Store, Database Theory, Cloud Security, Authentications, NoSQL, Algorithms, Data Integrity, Encryption, File Management, Graph Theory

    4.5 stars, 323 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.5 (323) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Glasgow

    Evolutionary Computation and its Applications

    Skills you'll gain: Model Optimization, Applied Mathematics, Mathematical Modeling, Engineering Analysis, Engineering Design Process

    5 stars, 32 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 5 (32) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Claude AI for Creatives - Learn by Building Projects

    Skills you'll gain: Anthropic Claude, Claude Code, Visual Storytelling, AI powered creativity, Prompt Patterns, Prompt Engineering, Game Design, Work Breakdown Structure, Storytelling, Procedure Development, AI Workflows, Project Scoping, Ideation, Generative AI, Design Research, LLM Application, Brainstorming, Creativity, Project Documentation, Content Creation

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • V

    Vanderbilt University

    Build Anything with AI — No Code Required

    Skills you'll gain: Prompt Engineering, Claude Code, No-Code Development, AI powered creativity, Prompt Patterns, Anthropic Claude, AI Enablement, ChatGPT, AI Orchestration, AI Product Strategy, AI Workflows, Google Gemini, Generative AI, AI Personalization, Prompt Engineering Tools, Multimodal Prompts, Generative AI Agents, AI Integrations, Automation, Software Engineering

    3.9 stars, 9 reviews, Beginner, Course, 1 - 3 Months

    ★ 3.9 (9) · Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Computing, Ethics, and Society Foundations

    Skills you'll gain: Data Ethics, Security Awareness, Ethical Standards And Conduct, Cybersecurity, Responsible AI, digital literacy, Information Privacy, Social Impact, AI Personalization, Media and Communications, Data Security, Personally Identifiable Information, Law, Regulation, and Compliance, Penetration Testing

    4.5 stars, 27 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (27) · Beginner · Course · 1 - 4 Weeks

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

    Johns Hopkins University

    Computing for Cancer Informatics

    Skills you'll gain: Computer Systems, Informatics, Data Processing, Computing Platforms, Health Informatics, Bioinformatics, Data Storage Technologies, Data Storage, Computer Literacy, Computer Hardware, Big Data, Data-Driven Decision-Making, Cloud Computing

    4.6 stars, 16 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (16) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of London

    Creative Programming for Digital Media & Mobile Apps

    Skills you'll gain: User Interface (UI), Interactive Design, Computer Graphics, Video Game Development, Mobile Development, Visualization (Computer Graphics), Web Applications, Game Design, Animations, Musical Composition, Music, Multimedia, Computer Programming, Digital Signal Processing, Computer Programming Tools

    4.1 stars, 55 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.1 (55) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    Software Development with ChatGPT: Generating Code with AI

    Skills you'll gain: Software Documentation, Generative AI, Debugging, ChatGPT, Development Environment, Technical Documentation, Python Programming, Program Development, Software Development, Application Development

    4.3 stars, 22 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.3 (22) · Intermediate · Guided Project · Less Than 2 Hours

  • I

    Indian Institute of Technology Guwahati

    Programming with Generative AI

    Skills you'll gain: GitHub Copilot, Vibe coding, Generative AI, GitHub, Machine Learning Methods, Development Environment

    4.6 stars, 90 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (90) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
  • U

    University of Colorado Boulder

    Reasoning Under Uncertainty

    Skills you'll gain: Bayesian Network, Bayesian Statistics, Markov Model, Probability, Decision Intelligence, Reinforcement Learning, Machine Learning Methods, Artificial Intelligence, Statistical Inference, Statistical Modeling, Network Model, Forecasting, Probability & Statistics, Dependency Analysis, Statistical Methods, Agentic systems, Probability Distribution, Mathematical Modeling, Time Series Analysis and Forecasting, Sampling (Statistics)

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    High-Performance and Parallel Computing

    Skills you'll gain: Hardware Architecture, Microarchitecture, Bash (Scripting Language), Distributed Computing, Scalability, Memory Management, Shell Script, Computer Systems, File I/O, Big Data, Linux Commands, Cloud Development, C and C++, Computer Programming Tools, Linux, Computing Platforms, Data Import/Export, C++ (Programming Language), Communication Systems, C (Programming Language)

    3.8 stars, 183 reviews, Advanced, Specialization, 3 - 6 Months

    ★ 3.8 (183) · Advanced · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular computational thinking courses

  • Basic Ideas in Computing Security: University of Colorado Boulder
  • Cloud Computing Concepts: Part 2: University of Illinois Urbana-Champaign
  • Evolutionary Computation and its Applications: University of Glasgow
  • Claude AI for Creatives - Learn by Building Projects: Packt
  • Build Anything with AI — No Code Required: Vanderbilt University
  • Computing, Ethics, and Society Foundations: University of Colorado Boulder
  • Computing for Cancer Informatics: Johns Hopkins University
  • Creative Programming for Digital Media & Mobile Apps: University of London
  • Software Development with ChatGPT: Generating Code with AI: Coursera
  • Programming with Generative AI: Indian Institute of Technology Guwahati

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