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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


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    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

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Algorithms, Data Collection, and Starting to Code

    Skills you'll gain: Computational Thinking, Data Collection, Microsoft Visual Studio, Program Development, C (Programming Language), Programming Principles, Algorithms, Microsoft Development Tools, Integrated Development Environments, Data Storage, Development Environment, Computer Programming, C and C++

    4.6
    Rating, 4.6 out of 5 stars
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    377 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Algorithmic Toolbox

    Skills you'll gain: Algorithms, Debugging, Development Testing, Software Testing, Computational Thinking, Computer Programming, Theoretical Computer Science, Bioinformatics

    4.6
    Rating, 4.6 out of 5 stars
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    13K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    D

    Deep Teaching Solutions

    Critical Thinking for Better Decisions in the ChatGPT Era

    Skills you'll gain: Critical Thinking, Critical Thinking and Problem Solving, Cognitive flexibility, Decision Making, Emotional Intelligence, Mental Concentration, Decision Intelligence, AI literacy, ChatGPT, Self-Awareness

    4.7
    Rating, 4.7 out of 5 stars
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    118 reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    University of London

    Applied Mathematical Methods for Computing

    Skills you'll gain: Combinatorics, Probability & Statistics, Data Analysis, Advanced Mathematics, Linear Algebra, Mathematics and Mathematical Modeling, Mathematical Theory & Analysis, Geometry, Applied Mathematics, Statistics, Statistical Analysis, Statistical Methods, Probability, Algorithms, Algebra, Descriptive Statistics

    Beginner · Course · 1 - 4 Weeks

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    U

    University of Washington

    Computational Neuroscience

    Skills you'll gain: Machine Learning Methods, Network Model, Electrophysiology, Applied Machine Learning, Supervised Learning, Machine Learning Algorithms, Artificial Neural Networks, Reinforcement Learning, Sensory Systems Analysis, Matlab, Mathematical Modeling, Computer Vision, Neurology, Mathematical Software, Recurrent Neural Networks (RNNs), Physiology, Biology, Differential Equations, Probability Distribution

    4.6
    Rating, 4.6 out of 5 stars
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    1.1K reviews

    Beginner · Course · 1 - 3 Months

  • B

    Birla Institute of Technology & Science, Pilani

    Introduction to Programming

    Skills you'll gain: C (Programming Language), Programming Principles, Computer Programming, Memory Management, Computational Thinking, Computer Systems, Data Structures, Algorithms, File I/O, Operating Systems, Computer Hardware

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
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    56 reviews

    Beginner · Course · 1 - 3 Months

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    F

    Fractal Analytics

    Quantum Computing For Everyone - An Introduction

    Skills you'll gain: Computing Platforms, Cloud Computing, Information Technology, Cybersecurity, Linear Algebra, Critical Thinking

    4.1
    Rating, 4.1 out of 5 stars
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    111 reviews

    Beginner · Course · 1 - 4 Weeks

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    D

    Duke University

    Programming Fundamentals

    Skills you'll gain: Programming Principles, Algorithms, C (Programming Language), Computer Programming, Program Development, Problem Solving, Solution Design, Computational Logic

    4.7
    Rating, 4.7 out of 5 stars
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    7K reviews

    Beginner · Course · 1 - 4 Weeks

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    I

    IIT Bombay

    Design Thinking and Innovation

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

    4.7
    Rating, 4.7 out of 5 stars
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    68 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
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    U

    University of London

    Geometry and Calculus for Computing

    Skills you'll gain: Applied Mathematics, Trigonometry, Mathematics and Mathematical Modeling, Graphing, Calculus, Computer Science, Mathematical Theory & Analysis, Geometry, Plot (Graphics), Mechanics, Computer Graphics, Graph Theory, Mathematical Modeling, Functional Requirement, Physics, Graphic Design, Derivatives

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    U

    University of Michigan

    Leveraging GenAI to Develop Critical Thinking Skills

    Skills you'll gain: Critical Thinking, Independent Thinking, AI literacy, Generative AI, Responsible AI, AI powered creativity, Decision Making, AI Personalization

    Beginner · Course · 1 - 3 Months

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

  • Algorithm Design: Mastering Computational Problem Solving: Birla Institute of Technology & Science, Pilani
  • Algorithms, Data Collection, and Starting to Code: University of Colorado System
  • Algorithmic Toolbox: University of California San Diego
  • Critical Thinking for Better Decisions in the ChatGPT Era: Deep Teaching Solutions
  • Applied Mathematical Methods for Computing: University of London
  • Computational Neuroscience: University of Washington
  • Introduction to Programming: Birla Institute of Technology & Science, Pilani
  • Quantum Computing For Everyone - An Introduction : Fractal Analytics
  • Programming Fundamentals: Duke University
  • Design Thinking and Innovation: IIT Bombay

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