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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
    New
    Status: Free Trial
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    U

    University of Michigan

    Critical Thinking and Decision Science

    Skills you'll gain: Computational Thinking, Logical Reasoning, Critical Thinking, Data Analysis, Deductive Reasoning, Mathematical Modeling, Analytical Skills, Analysis, Experimentation, Mathematics and Mathematical Modeling, Critical Thinking and Problem Solving, Data Literacy, Systems Thinking, Statistical Methods, Simulations, Predictive Modeling, Programming Principles, Decision Making, Statistical Inference, Prompt Engineering

    4.7
    Rating, 4.7 out of 5 stars
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    5K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Computational Thinking for K-12 Educators: Sequences and Loops

    Skills you'll gain: Program Development, Computational Thinking, Education Software and Technology, Collaborative Software, Digital pedagogy, Programming Principles, Debugging, Computer Programming, Computer Programming Tools, Algorithms, Computer Science, Brainstorming

    4.8
    Rating, 4.8 out of 5 stars
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    26 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Deep Teaching Solutions

    Critical Thinking: A Brain-Based Guide for the ChatGPT Era

    Skills you'll gain: Logical Reasoning, Critical Thinking and Problem Solving, Creative Problem-Solving, Mental Concentration, Decision Intelligence, AI literacy, Innovation, Analysis, Persuasive Communication, Self-Awareness, Verbal Communication Skills, Ancient History, Psychology

    4.8
    Rating, 4.8 out of 5 stars
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    201 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    U

    University of California San Diego

    Computational Thinking for K-12 Educators: Abstraction, Methods, and Lists

    Skills you'll gain: Computational Thinking, Debugging, Programming Principles, Technical Communication, Computer Programming, Education Software and Technology, Digital pedagogy, Event-Driven Programming, Cultural Responsiveness, Program Development, Code Reusability, Data Structures, Graphical Tools

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Glasgow

    Computational Thinking with JavaScript 4: Create & Deploy

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

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Computational Thinking for K-12 Educators: Variables and Nested Loops

    Skills you'll gain: Debugging, Diversity Awareness, Computational Thinking, Digital pedagogy, Education Software and Technology, Event-Driven Programming, Programming Principles, Program Development, Animation and Game Design, Computer Programming, Brainstorming

    4.8
    Rating, 4.8 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Mathematical Thinking in Computer Science

    Skills you'll gain: Logical Reasoning, Computational Logic, Deductive Reasoning, Computational Thinking, Theoretical Computer Science, Combinatorics, Algorithms, Programming Principles, Python Programming, Computer Programming, Applied Mathematics, Arithmetic

    4.4
    Rating, 4.4 out of 5 stars
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    2.3K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    T

    The Hong Kong University of Science and Technology

    Programming with Scratch

    Skills you'll gain: Animation and Game Design, Computational Thinking, Animations, Video Game Development, Programming Principles, Computer Programming, Storytelling, Game Design, Solution Design, Program Development, Coordination

    4.4
    Rating, 4.4 out of 5 stars
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    117 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Mind and Machine

    Skills you'll gain: Problem Solving, Agentic systems, Computational Thinking, Computer Vision, Game Theory, Image Analysis, Artificial Neural Networks, Statistical Modeling, Probability Distribution, Decision Intelligence, Convolutional Neural Networks, Logical Reasoning, Algorithms, Human Development, Behavioral Economics, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, AI literacy, Theoretical Computer Science, Psychology

    4.4
    Rating, 4.4 out of 5 stars
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    373 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Pennsylvania

    Introduction to Programming with Python and Java

    Skills you'll gain: File I/O, Matplotlib, Object Oriented Design, Java, Object Oriented Programming (OOP), Data Analysis, Unit Testing, Pandas (Python Package), Java Programming, Plot (Graphics), Eclipse (Software), Application Development, Data Visualization, Data Structures, Data Science, Data Cleansing, Programming Principles, Computer Programming Tools, Python Programming, Computer Programming

    4.5
    Rating, 4.5 out of 5 stars
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    1.9K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    I

    IIT Bombay

    Design Thinking and Innovation

    Skills you'll gain: Design Thinking, User Research, Ideation, Prototyping, Human Centered Design, Design Research, Research and Design, Product Design, Sustainable Business, Innovation, Brainstorming, User Centered Design, Creative Thinking, Empathy, User Feedback, Product Development, Case Studies, Cultural Responsiveness, Collaboration

    4.7
    Rating, 4.7 out of 5 stars
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    74 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    B

    Birla Institute of Technology & Science, Pilani

    Algorithm Design: Mastering Computational Problem Solving

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

    Build toward a degree

    Beginner · Course · 1 - 3 Months

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

  • Critical Thinking and Decision Science: University of Michigan
  • Computational Thinking for K-12 Educators: Sequences and Loops: University of California San Diego
  • Critical Thinking: A Brain-Based Guide for the ChatGPT Era: Deep Teaching Solutions
  • Computational Thinking for K-12 Educators: Abstraction, Methods, and Lists: University of California San Diego
  • Computational Thinking with JavaScript 4: Create & Deploy: University of Glasgow
  • Computational Thinking for K-12 Educators: Variables and Nested Loops: University of California San Diego
  • Mathematical Thinking in Computer Science: University of California San Diego
  • Programming with Scratch: The Hong Kong University of Science and Technology
  • Mind and Machine: University of Colorado Boulder
  • Introduction to Programming with Python and Java: University of Pennsylvania

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