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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: Preview
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    U

    Universidad Austral

    El Abogado del Futuro: Legaltech y la Transformación Digital del Derecho

    Skills you'll gain: Legal Technology, Digital Transformation, Blockchain, Workforce Development, Law Practice Management Software, Emerging Technologies, Legal Research, Litigation Support, Ethical Standards And Conduct, Automation, Court Systems, Self Service Technologies, Artificial Intelligence, Design Thinking, Innovation

    4.9
    Rating, 4.9 out of 5 stars
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    1.3K reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Status: Free Trial
    Free Trial
    C

    Coursera

    Automate Cloud Workflows with Python Scripting

    Skills you'll gain: Infrastructure as Code (IaC), Scripting, Cloud Deployment, Data Persistence, Python Programming, Command-Line Interface, Virtual Machines, Data Pipelines

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    P

    Peking University

    程序设计与算法

    Skills you'll gain: Data Structures, Algorithms, C++ (Programming Language), Graph Theory, C (Programming Language), File I/O, Programming Principles, Computational Thinking, Object Oriented Programming (OOP), Theoretical Computer Science, Computer Programming, Computer Science, Pseudocode, Program Development, Computer Architecture, Web Analytics and SEO, Data Storage, Database Systems, Software Engineering, Mathematical Modeling

    4.8
    Rating, 4.8 out of 5 stars
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    2.7K reviews

    Beginner · Specialization · 3 - 6 Months

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    Stanford University

    Probabilistic Graphical Models 2: Inference

    Skills you'll gain: Bayesian Network, Machine Learning Methods, Statistical Inference, Markov Model, Graph Theory, Sampling (Statistics), Applied Machine Learning, Statistical Methods, Probability & Statistics, Algorithms, Probability Distribution, Machine Learning Algorithms, Computational Thinking

    4.6
    Rating, 4.6 out of 5 stars
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    488 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of California San Diego

    Bioinformatics

    Skills you'll gain: Bioinformatics, Molecular Biology, Dimensionality Reduction, Unsupervised Learning, Applied Machine Learning, Data Analysis, Markov Model, Network Analysis, Biochemistry, Biotechnology, Life Sciences, Infectious Diseases, Microbiology, Statistical Analysis, Biology, Algorithms, Classification Algorithms, Data Mining, Data Preprocessing, Python Programming

    4.3
    Rating, 4.3 out of 5 stars
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    1.3K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    U

    University of California San Diego

    Object Oriented Java Programming: Data Structures and Beyond

    Skills you'll gain: Unit Testing, Growth Mindedness, Data Structures, Graph Theory, Event-Driven Programming, Social Network Analysis, Interactive Data Visualization, Java, Java Programming, Network Analysis, Object Oriented Programming (OOP), Technical Communication, User Interface (UI), JUnit, Object Oriented Design, Computer Programming, Adaptability, Performance Tuning, Algorithms, Problem Solving

    4.7
    Rating, 4.7 out of 5 stars
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    7.2K reviews

    Intermediate · Specialization · 3 - 6 Months

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    U

    University of Illinois Urbana-Champaign

    Sustainable Food Systems

    Skills you'll gain: Systems Thinking, Sustainable Systems, Sustainable Development, Food and Beverage, Nutrition and Diet, Environmental Issue, Economics, Energy and Utilities, Environment, Production Process, Water Resources, Land Management, Culture, Consumer Behaviour

    4.4
    Rating, 4.4 out of 5 stars
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    37 reviews

    Beginner · Course · 1 - 3 Months

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    P

    Pontificia Universidad Católica del Perú

    Diseñar con Conciencia: Innovación Artesanal desde los Saberes Ancestrales

    Skills you'll gain: Design Thinking, Research and Design, Sustainable Development, Innovation, Ethical Standards And Conduct, Cultural Sensitivity, Creativity, Sustainability Standards, Cultural Diversity, Community Development, Collaboration

    Beginner · Course · 1 - 4 Weeks

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    P

    Peking University

    生物信息学: 导论与方法

    Skills you'll gain: Bioinformatics, Informatics, Biostatistics, Life Sciences, Molecular Biology, Computational Thinking, Biology, Algorithms, Machine Learning Methods, Data Processing, Data Analysis Software

    4.8
    Rating, 4.8 out of 5 stars
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    189 reviews

    Mixed · Course · 3 - 6 Months

  • Status: Free Trial
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    DeepLearning.AI

    Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning

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

    4.8
    Rating, 4.8 out of 5 stars
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    20K reviews

    Intermediate · Course · 1 - 4 Weeks

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    U

    University of Maryland, College Park

    Our Global FEWture: Cultivating Food-Energy-Water Solutions

    Skills you'll gain: Natural Resource Management, Technology Solutions, Education and Training

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Managing as a Coach

    Skills you'll gain: Employee Coaching, Coaching, Leadership and Management, Team Management, Adaptability, Professional Development, People Development, Organizational Leadership, Leadership, Mentorship, Emotional Intelligence, Decision Making, Communication, Active Listening, Self-Awareness, Critical Thinking

    4.8
    Rating, 4.8 out of 5 stars
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    2.3K reviews

    Mixed · Course · 1 - 4 Weeks

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

  • El Abogado del Futuro: Legaltech y la Transformación Digital del Derecho: Universidad Austral
  • Automate Cloud Workflows with Python Scripting: Coursera
  • 程序设计与算法: Peking University
  • Probabilistic Graphical Models 2: Inference: Stanford University
  • Bioinformatics: University of California San Diego
  • Object Oriented Java Programming: Data Structures and Beyond: University of California San Diego
  • Sustainable Food Systems: University of Illinois Urbana-Champaign
  • Diseñar con Conciencia: Innovación Artesanal desde los Saberes Ancestrales: Pontificia Universidad Católica del Perú
  • 生物信息学: 导论与方法: Peking University
  • Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning: DeepLearning.AI

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