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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


  • Status: Free Trial
    Free Trial
    E

    ESSEC Business School

    Foundations of strategic business analytics

    Skills you'll gain: Business Analytics, Forecasting, Statistical Methods, Data Presentation, Predictive Analytics, R Programming, Information Technology, Statistical Analysis, Communication, Business, Business Intelligence, Strategic Thinking, Data Analysis, Data Visualization, Regression Analysis

    4.4
    Rating, 4.4 out of 5 stars
    ·
    661 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    Arizona State University

    Innovar

    Skills you'll gain: Innovation, Design Thinking, Brainstorming, Creativity, Customer experience improvement, New Product Development, Product Development, Service Design, Strategic Planning, Brand Management, Sustainable Business, Process Improvement, Business Strategies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    820 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    Advanced Computer Vision with TensorFlow

    Skills you'll gain: Computer Vision, Tensorflow, Image Analysis, Transfer Learning, Convolutional Neural Networks, Keras (Neural Network Library), Deep Learning, Classification Algorithms, Model Evaluation, Visualization (Computer Graphics), Network Architecture

    4.7
    Rating, 4.7 out of 5 stars
    ·
    531 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    J

    Johns Hopkins University

    Public Health Perspectives on Sustainable Diets

    Skills you'll gain: Sustainable Development, Water Sustainability, Nutrition and Diet, Food and Beverage, Public Health, Sustainability Standards, Health Disparities, Environmental Science, Systems Thinking, Climate Change Mitigation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    193 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Codio

    Java Object Basics: Functions, Recursion, and Objects

    Skills you'll gain: Object Oriented Programming (OOP), Software Documentation, Java Programming, Java, Computer Programming, Programming Principles, Computational Thinking, Computer Science

    4.1
    Rating, 4.1 out of 5 stars
    ·
    21 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    P

    Pontificia Universidad Católica de Chile

    Programación en Python II: aprendiendo a estructurar datos

    Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Data Structures, Computer Programming, Algorithms, Program Development, Computational Thinking, Python Programming, Data Manipulation, Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    105 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free
    Free
    É

    École normale supérieure

    Statistical Mechanics: Algorithms and Computations

    Skills you'll gain: Sampling (Statistics), Physics, Simulations, Computational Logic, Numerical Analysis, Markov Model, Quantitative Research, Algorithms, Applied Mathematics, Linear Algebra, Integral Calculus

    4.8
    Rating, 4.8 out of 5 stars
    ·
    268 reviews

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Building an Ecosystem model with Insight Maker

    Skills you'll gain: Simulation and Simulation Software, Systems Thinking, Visualization (Computer Graphics), Data Modeling, Systems Design, Mathematical Modeling, Biology, Environment, Storytelling

    4.7
    Rating, 4.7 out of 5 stars
    ·
    203 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
    New
    Status: Preview
    Preview
    D

    Deep Teaching Solutions

    Speak Freely, Think Critically: The Free Speech Balance Act

    Skills you'll gain: Conflict Management, Interpersonal Communications, Cognitive flexibility, Emotional Intelligence, Cultural Diversity, Responsible AI, Media and Communications, Critical Thinking, Innovation, Social Studies, Psychology

    4.7
    Rating, 4.7 out of 5 stars
    ·
    20 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    D

    DeepLearning.AI

    IA Para Todos (Español)

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

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.4K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    Introduction to Data Engineering

    Skills you'll gain: Data Pipelines, Data Architecture, Requirements Analysis, Amazon Web Services, Data Warehousing, Data Processing, System Requirements, Extract, Transform, Load, Performance Tuning, Security Controls, Cloud Computing, Scalability

    4.8
    Rating, 4.8 out of 5 stars
    ·
    470 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    AI Basics and Tools for Creativity

    Skills you'll gain: Generative AI, Artificial Intelligence, Image Analysis, Creativity, Prompt Engineering, Creative Design, Responsible AI, Music, Problem Solving, Critical Thinking

    4.5
    Rating, 4.5 out of 5 stars
    ·
    59 reviews

    Beginner · Course · 1 - 3 Months

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

  • Foundations of strategic business analytics: ESSEC Business School
  • Innovar: Arizona State University
  • Advanced Computer Vision with TensorFlow: DeepLearning.AI
  • Public Health Perspectives on Sustainable Diets: Johns Hopkins University
  • Java Object Basics: Functions, Recursion, and Objects: Codio
  • Programación en Python II: aprendiendo a estructurar datos: Pontificia Universidad Católica de Chile
  • Statistical Mechanics: Algorithms and Computations: École normale supérieure
  • Building an Ecosystem model with Insight Maker: Coursera
  • Speak Freely, Think Critically: The Free Speech Balance Act: Deep Teaching Solutions
  • IA Para Todos (Español): DeepLearning.AI

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