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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
    U

    University of Minnesota

    Simulation Models for Decision Making

    Skills you'll gain: Simulations, Probability Distribution, Probability, Statistics, Microsoft Excel, Excel Formulas, Complex Problem Solving, Business Process Modeling, Business Modeling, Risk Modeling, Financial Modeling, Data Modeling, Statistical Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    60 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Toronto

    Visual Perception for Self-Driving Cars

    Skills you'll gain: Computer Vision, Convolutional Neural Networks, Image Analysis, Deep Learning, Artificial Neural Networks, Robotics, Machine Learning Algorithms, Linear Algebra

    4.7
    Rating, 4.7 out of 5 stars
    ·
    583 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Sustainability for Business

    Skills you'll gain: Sustainable Business, Corporate Sustainability, Stakeholder Engagement, Environmental Social And Corporate Governance (ESG), Sustainability Reporting, Performance Measurement, Strategic Partnership, Sustainable Development, Corporate Strategy, Sustainability Standards, Supply Management, Procurement, Business Strategies, Business Operations, Strategic Communication, Business Leadership, Organizational Strategy, Supply Chain Management, Systems Thinking, Communication

    4.4
    Rating, 4.4 out of 5 stars
    ·
    28 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    First Steps in Making the Business Case for Sustainability

    Skills you'll gain: Sustainable Business, Environmental Social And Corporate Governance (ESG), Change Management, Sustainability Reporting, Financial Analysis, Systems Thinking, Proposal Development, Cost Benefit Analysis, Environmental Issue, Business, Economics, Packaging and Labeling, Product Lifecycle Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    215 reviews

    Beginner · Course · 1 - 3 Months

  • G

    Google

    Google Agile Essentials

    Skills you'll gain: Agile Project Management, Agile Software Development, Agile Methodology, Backlogs, Scrum (Software Development), User Story, Sprint Planning, Project Management, Sprint Retrospectives, Kanban Principles, Waterfall Methodology, Prioritization, Cross-Functional Collaboration, Estimation, Problem Solving

    4.8
    Rating, 4.8 out of 5 stars
    ·
    132 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    X

    Xi'an Jiaotong University

    系统平台与计算环境

    Skills you'll gain: Operating Systems, Computer Systems, Computer Networking, General Networking, Microsoft Office, Computer Architecture, Computer Hardware, Network Protocols, Information Technology, Computing Platforms, Computational Logic, Data Storage, File Management

    3.9
    Rating, 3.9 out of 5 stars
    ·
    35 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    AI Agents and Agentic AI Architecture in Python

    Skills you'll gain: AI Orchestration, LangChain, OpenAI API, Generative AI Agents, Prompt Patterns, AI Workflows, Prompt Engineering, Agentic systems, AI Security, Large Language Modeling, Business Logic, File I/O, Transaction Processing, Document Management, Persona Development, Coordination, Plan Execution

    4.6
    Rating, 4.6 out of 5 stars
    ·
    110 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    Imperial College London

    Logistic Regression in R for Public Health

    Skills you'll gain: Logistic Regression, Descriptive Statistics, Exploratory Data Analysis, Regression Analysis, Statistics, Model Evaluation, R Programming, Statistical Modeling, Predictive Modeling, Statistical Analysis, Probability & Statistics, Public Health, Data Preprocessing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    367 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    Universidad de Chile

    ¿Cómo (nos) cambia la Tecnología?

    Skills you'll gain: Innovation, Culture, Sociology, Technology Strategies, Social Sciences, Liberal Arts, Research, Socioeconomics, Social Justice, Data Ethics, Emerging Technologies

    4.6
    Rating, 4.6 out of 5 stars
    ·
    181 reviews

    Beginner · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    Custom and Distributed Training with TensorFlow

    Skills you'll gain: Tensorflow, Deep Learning, Keras (Neural Network Library), Distributed Computing, Performance Tuning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    435 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    C

    Columbia University

    Pets, Politics and Pandemics

    Skills you'll gain: Systems Thinking, Social Justice, Social Sciences, Complex Problem Solving, Political Sciences, Policy Analysis, Persuasive Communication, Personal Development, Critical Thinking, Simulations, Mathematical Modeling, Climate Change Mitigation

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Physics 102 - Electric Charges and Fields

    Skills you'll gain: Basic Electrical Systems, electromagnetics, Electrical Engineering, Physics, Mechanics, Calculus, Engineering Calculations, Mathematical Modeling, Trigonometry, Problem Solving, Applied Mathematics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    198 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Simulation Models for Decision Making: University of Minnesota
  • Visual Perception for Self-Driving Cars: University of Toronto
  • Sustainability for Business: University of Colorado Boulder
  • First Steps in Making the Business Case for Sustainability: University of Colorado System
  • Google Agile Essentials: Google
  • 系统平台与计算环境: Xi'an Jiaotong University
  • AI Agents and Agentic AI Architecture in Python: Vanderbilt University
  • Logistic Regression in R for Public Health: Imperial College London
  • ¿Cómo (nos) cambia la Tecnología?: Universidad de Chile
  • Custom and Distributed Training with TensorFlow: DeepLearning.AI

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