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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.


More to explore:

Popular Computational Thinking Courses and Certifications


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    Shanghai Jiao Tong University

    离散数学

    Skills you'll gain: Combinatorics, Graph Theory, Data Structures, Algorithms, Logical Reasoning, Theoretical Computer Science, Computational Thinking, Computer Science, Applied Mathematics, Network Model, Deductive Reasoning, Computational Logic, Network Analysis, Advanced Mathematics, Analytical Skills, Arithmetic, Applied Machine Learning, Probability

    4.3
    Rating, 4.3 out of 5 stars
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    29 reviews

    Beginner · Course · 1 - 3 Months

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    University of Colorado Boulder

    The Physics of Emergence: Introduction to Condensed Matter

    Skills you'll gain: Physics, Physical Science, Materials science, Chemistry, Mechanics, Advanced Mathematics, Mathematical Modeling, Computational Thinking, Simulations, Applied Mathematics, Calculus

    4.8
    Rating, 4.8 out of 5 stars
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    19 reviews

    Beginner · Specialization · 1 - 3 Months

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    IBM

    IBM Machine Learning

    Skills you'll gain: Autoencoders, Exploratory Data Analysis, Unsupervised Learning, Supervised Learning, Feature Engineering, Generative AI, Classification Algorithms, Regression Analysis, Dimensionality Reduction, Time Series Analysis and Forecasting, Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Reinforcement Learning, Generative Adversarial Networks (GANs), Artificial Intelligence and Machine Learning (AI/ML), Data Cleansing, Deep Learning, Data Science, Machine Learning, Python Programming

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    3.5K reviews

    Intermediate · Professional Certificate · 3 - 6 Months

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    The University of Edinburgh

    The Truth About Cats and Dogs

    Skills you'll gain: Applied Behavior Analysis, Behavior Management, Cultural Diversity, General Science and Research, Scientific Methods, Caregiving, Non-Verbal Communication, Ethical Standards And Conduct, Research, Biology

    4.8
    Rating, 4.8 out of 5 stars
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    2.4K reviews

    Mixed · Course · 1 - 3 Months

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    University of Colorado System

    Applied Cryptography

    Skills you'll gain: Data Encryption Standard, Public Key Infrastructure, Cryptography, Public Key Cryptography Standards (PKCS), Brute-force attacks, Key Management, Advanced Encryption Standard (AES), Encryption, Data Integrity, Information Systems Security, Cybersecurity, Authentications, Information Assurance, Data Security, Theoretical Computer Science, Computational Logic, Algorithms

    4.6
    Rating, 4.6 out of 5 stars
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    908 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Universitat Autònoma de Barcelona

    Pre-Calculus

    Skills you'll gain: Trigonometry, Integral Calculus, Calculus, Arithmetic, Advanced Mathematics, Algebra, Geometry, Applied Mathematics, Graphing, Derivatives, Problem Solving

    4.7
    Rating, 4.7 out of 5 stars
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    572 reviews

    Beginner · Course · 1 - 3 Months

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    Rice University

    Practical Metacognition for Learning

    Skills you'll gain: Overcoming Obstacles, Complex Problem Solving, Resourcefulness, Cognitive flexibility, Personal Attributes, Curiosity, Quick Learning, Adaptability

    Beginner · Course · 1 - 4 Weeks

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    UNSW Sydney (The University of New South Wales)

    Designing the Future of Work

    Skills you'll gain: Design Thinking, Business Transformation, Workforce Development, Strategic Thinking, Automation, Digital Transformation, Human Centered Design, Emerging Technologies, Innovation, Business Process Automation, Forecasting, Organizational Change

    4.7
    Rating, 4.7 out of 5 stars
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    318 reviews

    Beginner · Course · 1 - 4 Weeks

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    Fundação Lemann

    Aprenda a ensinar programação com o Programaê!

    Skills you'll gain: Digital pedagogy, Education Software and Technology, Computer Programming, Learning Management Systems, Computational Thinking, Algorithms

    4.7
    Rating, 4.7 out of 5 stars
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    125 reviews

    Mixed · Course · 1 - 4 Weeks

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    U

    University of California, Irvine

    Getting Started with Essay Writing

    Skills you'll gain: Editing, Writing, Proofreading, Report Writing, English Language, Style Guides

    4.7
    Rating, 4.7 out of 5 stars
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    3.3K reviews

    Mixed · Course · 1 - 3 Months

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    U

    University of Pennsylvania

    Global Trends for Business and Society

    Skills you'll gain: Demography, Market Trend, Trend Analysis, International Relations, Socioeconomics, Global Marketing, Social Sciences, Systems Thinking, Cultural Diversity, Political Sciences, Financial Systems, Economics, Business Economics, Governance

    4.8
    Rating, 4.8 out of 5 stars
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    922 reviews

    Mixed · Course · 1 - 4 Weeks

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    SkillUp

    Artificial Intelligence for Healthcare

    Skills you'll gain: Artificial Intelligence, AI Enablement, Jupyter, Healthcare Ethics, Health Informatics, Healthcare Industry Knowledge, LLM Application, Machine Learning, Deep Learning, Machine Learning Software, MLOps (Machine Learning Operations), Statistical Machine Learning, AI Product Strategy, Model Evaluation, Convolutional Neural Networks, Data Preprocessing, Predictive Modeling, Data-Driven Decision-Making, Data Processing, Data Analysis

    Intermediate · Specialization · 1 - 3 Months

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

  • 离散数学: Shanghai Jiao Tong University
  • The Physics of Emergence: Introduction to Condensed Matter: University of Colorado Boulder
  • IBM Machine Learning: IBM
  • The Truth About Cats and Dogs: The University of Edinburgh
  • Applied Cryptography: University of Colorado System
  • Pre-Calculus: Universitat Autònoma de Barcelona
  • Practical Metacognition for Learning: Rice University
  • Designing the Future of Work: UNSW Sydney (The University of New South Wales)
  • Aprenda a ensinar programação com o Programaê!: Fundação Lemann
  • Getting Started with Essay Writing: University of California, Irvine

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