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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: Free Trial
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    M

    Microsoft

    Create Machine Learning Models in Microsoft Azure

    Skills you'll gain: Model Deployment, Transfer Learning, Exploratory Data Analysis, Deep Learning, Microsoft Azure, Databricks, Data Visualization, PyTorch (Machine Learning Library), Data Science, MLOps (Machine Learning Operations), Applied Machine Learning, Scikit Learn (Machine Learning Library), Pandas (Python Package), Artificial Intelligence and Machine Learning (AI/ML), Predictive Modeling, Unsupervised Learning, Tensorflow, Convolutional Neural Networks, Regression Analysis, Machine Learning

    4.5
    Rating, 4.5 out of 5 stars
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    326 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    T

    Technical University of Denmark (DTU)

    Environmental Management & Ethics

    Skills you'll gain: Environmental Regulations, Environmental Laws, Environment, Environmental Policy, Environmental Management Systems, Ethical Standards And Conduct, Systems Thinking, Law, Regulation, and Compliance, Cost Benefit Analysis, Case Studies

    4.7
    Rating, 4.7 out of 5 stars
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    426 reviews

    Mixed · Course · 1 - 3 Months

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    U

    University of California, Santa Cruz

    Cyber-Physical Systems: Modeling and Simulation

    Skills you'll gain: Systems Design, Model Based Systems Engineering, Cyber Engineering, Mathematical Modeling, Simulations, Control Systems, Embedded Systems, Systems Analysis, Computational Logic, Digital Communications

    4.6
    Rating, 4.6 out of 5 stars
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    53 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    INSEAD

    Blockchain Opportunity Analysis

    Skills you'll gain: Peer Review, Blockchain, Market Opportunities, Business Analysis, Competitive Analysis, Strategic Thinking, Case Studies, Market Analysis, Solution Design, New Business Development, Business Modeling, Value Propositions, Business Strategy, Proposal Development, Market Research, Target Audience

    4.6
    Rating, 4.6 out of 5 stars
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    213 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Florida

    Agroforestry

    Skills you'll gain: Land Management, Climate Change Mitigation, Sustainable Development, Sustainable Systems, Environment and Resource Management, Water Resources, Sustainability Standards, Climate Change Adaptation, Water Resource Management, Environment, Natural Resource Management, Plant Operations and Management, Systems Thinking, Environmental Science, General Science and Research, Spatial Analysis, Socioeconomics, Research, Research Methodologies, Biology

    4.8
    Rating, 4.8 out of 5 stars
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    98 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
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    S

    Shanghai Jiao Tong University

    离散数学

    Skills you'll gain: Graph Theory, Theoretical Computer Science, Combinatorics, Logical Reasoning, Computational Thinking, Data Structures, Computer Science, Applied Mathematics, Algorithms, Operations Research, Network Model, Computer Networking

    4.3
    Rating, 4.3 out of 5 stars
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    29 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    I

    IBM

    Statistics for Data Science with Python

    Skills you'll gain: Descriptive Statistics, Data Visualization, Statistical Analysis, Data Presentation, Data Analysis, Statistical Hypothesis Testing, Statistics, Statistical Methods, Probability Distribution, Regression Analysis, Data-Driven Decision-Making, Data Science, Probability & Statistics, Statistical Inference, Correlation Analysis, NumPy, Matplotlib, Pandas (Python Package)

    4.5
    Rating, 4.5 out of 5 stars
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    453 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    I

    Imperial College London

    Getting started with TensorFlow 2

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Model Evaluation, Deep Learning, Image Analysis, Convolutional Neural Networks, Transfer Learning, Supervised Learning, Computer Vision, Model Deployment, Artificial Neural Networks, Data Preprocessing

    4.9
    Rating, 4.9 out of 5 stars
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    580 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Copenhagen

    Business Models for Innovative Care for Older People

    Skills you'll gain: Gerontology, Intellectual Property, Rehabilitation, Design Thinking, Chronic Diseases, Health Technology, Innovation, Human Centered Design, User Research, Health Systems, Health Policy, Healthcare Industry Knowledge, Qualitative Research, Project Management, Physiology

    4.5
    Rating, 4.5 out of 5 stars
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    232 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Introduction to UX/UI Design

    Skills you'll gain: Design Thinking, User Research, Wireframing, Augmented and Virtual Reality (AR/VR), Emerging Technologies, Prototyping, Software Development Life Cycle

    4.7
    Rating, 4.7 out of 5 stars
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    79 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    AI Capstone Project with Deep Learning

    Skills you'll gain: Model Evaluation, Keras (Neural Network Library), Deep Learning, Vision Transformer (ViT), Convolutional Neural Networks, Transfer Learning, PyTorch (Machine Learning Library), Model Deployment, Data Preprocessing, Computer Vision, Python Programming, Machine Learning

    4.5
    Rating, 4.5 out of 5 stars
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    682 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    F

    Fractal Analytics

    Generative AI for Business Consultants

    Skills you'll gain: Prompt Engineering, Responsible AI, Generative AI, Data Ethics, AI Security, Management Consulting, Artificial Intelligence, Business Consulting, Consulting, Technical Consulting, AI Enablement, Microsoft Copilot, Quality Assurance, Market Research, Large Language Modeling, Data-Driven Decision-Making, Automation, Technical Communication, Critical Thinking, Problem Solving

    4.6
    Rating, 4.6 out of 5 stars
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    199 reviews

    Beginner · Specialization · 1 - 3 Months

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

  • Create Machine Learning Models in Microsoft Azure: Microsoft
  • Environmental Management & Ethics: Technical University of Denmark (DTU)
  • Cyber-Physical Systems: Modeling and Simulation: University of California, Santa Cruz
  • Blockchain Opportunity Analysis: INSEAD
  • Agroforestry: University of Florida
  • 离散数学: Shanghai Jiao Tong University
  • Statistics for Data Science with Python: IBM
  • Getting started with TensorFlow 2: Imperial College London
  • Business Models for Innovative Care for Older People: University of Copenhagen
  • Introduction to UX/UI Design: IBM

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