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  2. 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 London

    Introduction to Computer Science and Programming

    Skills you'll gain: Computer Science, Debugging, Development Environment, Computer Systems, Web Applications, Arithmetic, Computer Literacy, General Networking, Javascript, Network Security, Computer Networking, Application Security, Applied Mathematics, Computer Graphics, Cybersecurity, Computer Programming, General Mathematics, Programming Principles, Mathematical Modeling, Problem Solving

    4.2 stars, 1.6K reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.2 (1.6K) · Beginner · Specialization · 1 - 3 Months

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

    University of Glasgow

    Computational Thinking with JavaScript 4: Create & Deploy

    Skills you'll gain: Software Development Life Cycle, Software Design, Application Design, Programming Principles, Computer Programming, Requirements Analysis, Program Management

    Beginner · Course · 1 - 4 Weeks

  • T

    The University of Sydney

    Creative Thinking and Innovation

    Skills you'll gain: Creative Thinking, Creativity, Creative Problem-Solving, Innovation, Design Thinking, Strategic Thinking

    4.8 stars, 95 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (95) · Beginner · Course · 1 - 4 Weeks

  • P

    Princeton University

    Computer Science: Programming with a Purpose

    Skills you'll gain: Programming Principles, Computer Programming, Object Oriented Programming (OOP), Code Reusability, Java Programming, Java, Program Development, Computer Science, Algorithms, Animations

    4.7 stars, 1.4K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (1.4K) · Beginner · Course · 1 - 3 Months

    Category: Free
    Free
  • U

    University of Michigan

    Model Thinking

    Skills you'll gain: Mathematical Modeling, Strategic Decision-Making, Innovation, Social Sciences, Predictive Modeling, Strategic Thinking, Decision Making, Critical Thinking, Network Analysis, Economics

    4.8 stars, 2.3K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (2.3K) · Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Mind and Machine

    Skills you'll gain: Problem Solving, Computational Thinking, Computer Vision, Game Theory, Image Analysis, Artificial Neural Networks, Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Psychology, AI literacy, Mathematical Modeling, General Mathematics

    4.4 stars, 374 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.4 (374) · Beginner · Specialization · 3 - 6 Months

  • U

    University of Michigan

    Leveraging GenAI to Develop Critical Thinking Skills

    Skills you'll gain: Critical Thinking, Generative AI, AI powered creativity, Decision Making, Artificial Intelligence

    4.3 stars, 11 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.3 (11) · Beginner · Course · 1 - 3 Months

  • U

    University of Washington

    Computational Neuroscience

    Skills you'll gain: Network Model, Supervised Learning, Machine Learning Algorithms, Artificial Neural Networks, Reinforcement Learning, Mathematical Modeling, Recurrent Neural Networks (RNNs)

    4.6 stars, 1.1K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (1.1K) · Beginner · Course · 1 - 3 Months

    Status: Top AI program
    Top AI program
  • U

    University of Michigan

    Programming for Designers

    Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Animations, Data Structures, Interactive Design, Programming Principles, Graphic and Visual Design, Python Programming, Simulations, Computer Graphics, Design, Computational Logic, Computer Graphic Techniques, Creative Design, Computational Thinking, File I/O, Scripting, Algorithms

    5 stars, 8 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 5 (8) · Beginner · Specialization · 3 - 6 Months

  • B

    Birla Institute of Technology & Science, Pilani

    Algorithm Design: Mastering Computational Problem Solving

    Skills you'll gain: Computer Science, Problem Solving, Mathematical Theory & Analysis

    Beginner · Course · 1 - 3 Months

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

    University of California, Davis

    Critical Thinking Skills for the Professional

    Skills you'll gain: Critical Thinking and Problem Solving, Problem Solving, Brainstorming, Critical Thinking, Constructive Feedback, Decision Making, Analysis, Self-Awareness, Collaboration

    4.8 stars, 1.3K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (1.3K) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Computational Fluid Mechanics - Airflow Around a Spoiler

    Skills you'll gain: Simulation and Simulation Software, Finite Element Methods, Simulations, Computer-Aided Design, Cloud Technologies

    4.6 stars, 398 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.6 (398) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
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