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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
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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

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    Icahn School of Medicine at Mount Sinai

    Dynamical Modeling Methods for Systems Biology

    Skills you'll gain: Matlab, Mathematical Modeling, Differential Equations, Computational Logic, Applied Mathematics, Simulations, Statistical Modeling, Biochemistry, Biology, Probability, Cell Biology, Physiology, Electrical Systems

    4.7
    Rating, 4.7 out of 5 stars
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    222 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Virginia

    Foundations of Business Strategy

    Skills you'll gain: Business Strategy, Strategic Thinking, Competitive Analysis, Organizational Strategy, Business Planning, Strategic Decision-Making, Corporate Strategy, Market Analysis, Analysis, Value Propositions

    4.8
    Rating, 4.8 out of 5 stars
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    3.3K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    Pontificia Universidad Católica de Chile

    Liderazgo Instruccional: Perspectiva Global y Prácticas Locales

    Skills you'll gain: Education and Training, Instructional Strategies, Teaching, Curriculum Development, Cultural Diversity, Systems Thinking, Research, Case Studies

    4.8
    Rating, 4.8 out of 5 stars
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    744 reviews

    Mixed · Course · 1 - 3 Months

  • Status: New
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    Status: Free Trial
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    Coursera

    LLM Optimization & Evaluation

    Skills you'll gain: Apache Airflow, MLOps (Machine Learning Operations), User Acceptance Testing (UAT), Prompt Patterns, LLM Application, AI Security, Extract, Transform, Load, Scripting, Technical Communication, SQL, Data Pipelines, PyTorch (Machine Learning Library), Miro AI, Data Presentation, Large Language Modeling, Python Programming, Performance Tuning, Root Cause Analysis, Statistical Analysis, Version Control

    Intermediate · Specialization · 3 - 6 Months

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    Erasmus University Rotterdam

    Driving business towards the Sustainable Development Goals

    Skills you'll gain: Sustainable Development, Sustainable Business, Corporate Sustainability, Environmental Social And Corporate Governance (ESG), Sustainability Reporting, Social Impact, Business Ethics, Environmental Issue, Systems Thinking, Strategic Partnership, Entrepreneurship, Innovation, Collaboration, Climate Change Mitigation, Complex Problem Solving

    4.8
    Rating, 4.8 out of 5 stars
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    1.6K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    University of London

    How Computers Work

    Skills you'll gain: Computer Science, Computer Systems, Web Applications, Computer Literacy, Network Security, Computer Networking, Computational Thinking, Debugging, Web Design and Development, Cybersecurity, Problem Management, Software Architecture, Data Storage

    4.6
    Rating, 4.6 out of 5 stars
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    576 reviews

    Beginner · Course · 1 - 4 Weeks

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    Lund University

    Working for a sustainable future: concepts and approaches

    Skills you'll gain: Sustainable Development, Systems Thinking, Sustainable Business, Sustainable Technologies, Sustainability Standards, Policy Development, Environmental Policy, Environment, Environmental Science, Innovation, Natural Resource Management, Climate Change Adaptation, Mathematical Modeling, Climate Change Mitigation, Geospatial Information and Technology

    4.7
    Rating, 4.7 out of 5 stars
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    124 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Google

    Build Dynamic User Interfaces (UI) for Websites

    Skills you'll gain: Responsive Web Design, Web Design, User Experience Design, Design Reviews, Wireframing, Usability Testing, User Centered Design, Design Research, User Interface (UI) Design, Prototyping, Mockups, Figma (Design Software), Information Architecture

    4.8
    Rating, 4.8 out of 5 stars
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    3.8K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
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    Packt

    Learn C# by Building Applications

    Skills you'll gain: C# (Programming Language), Object Oriented Programming (OOP), Web Scraping, Programming Principles, Microsoft Visual Studio, .NET Framework, Data Structures, Software Design Patterns, File I/O, Application Development, Computational Logic, Algorithms, Hypertext Markup Language (HTML), Unit Testing, Debugging

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    Stanford University

    Graph Search, Shortest Paths, and Data Structures

    Skills you'll gain: Data Structures, Graph Theory, Algorithms, Network Model, Programming Principles, Social Network Analysis, Network Analysis, Theoretical Computer Science, Network Routing, Computational Logic

    4.8
    Rating, 4.8 out of 5 stars
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    2K reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Probabilistic Graphical Models 2: Inference: Stanford University
  • Bioinformatics: University of California San Diego
  • Dynamical Modeling Methods for Systems Biology: Icahn School of Medicine at Mount Sinai
  • Foundations of Business Strategy: University of Virginia
  • Liderazgo Instruccional: Perspectiva Global y Prácticas Locales: Pontificia Universidad Católica de Chile
  • LLM Optimization & Evaluation: Coursera
  • Driving business towards the Sustainable Development Goals: Erasmus University Rotterdam
  • How Computers Work: University of London
  • Working for a sustainable future: concepts and approaches: Lund University
  • Build Dynamic User Interfaces (UI) for Websites: Google

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