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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


  • M

    Microsoft

    Generative AI for Data Scientists

    Skills you'll gain: Generative AI, Microsoft Copilot, Generative Model Architectures, Generative Adversarial Networks (GANs), Natural Language Processing, Data Quality, Anomaly Detection, AI literacy, Data Storytelling, Responsible AI, Data Visualization, Data Ethics, Data-Driven Decision-Making, Data Presentation, Data Pipelines, Data Cleansing, Data Visualization Software, Data Preprocessing, Data Science, Critical Thinking

    4.6
    Rating, 4.6 out of 5 stars
    ·
    71 reviews

    Beginner · Specialization · 1 - 3 Months

  • S

    Siemens

    Introduction to Model-Based Systems Engineering

    Skills you'll gain: Model Based Systems Engineering, Unified Modeling Language, Systems Engineering, Systems Design, Systems Architecture, Engineering Software, Enterprise Modeling, Systems Analysis, Product Lifecycle Management, Process Modeling, Diagram Design, Solution Architecture, System Requirements, Requirements Analysis, Cloud Computing

    4.1
    Rating, 4.1 out of 5 stars
    ·
    71 reviews

    Beginner · Course · 1 - 3 Months

  • U

    Universidad Nacional Autónoma de México

    Proyecto final: Evaluación del y para el aprendizaje

    Skills you'll gain: Peer Review, Program Evaluation, Qualitative Research, Systems Thinking

    4.9
    Rating, 4.9 out of 5 stars
    ·
    60 reviews

    Intermediate · Course · 1 - 4 Weeks

  • L

    Lund University

    Cities and Consumption: Urban Sustainability and the Sharing Economy

    Skills you'll gain: Sustainable Development, Sustainable Systems, Socioeconomics, Community Development, Sustainable Business, Social Impact, Governance, Systems Thinking, Multimedia, Case Studies, Resource Utilization, Innovation, Stakeholder Engagement, Analysis, Consumer Behaviour

    4.7
    Rating, 4.7 out of 5 stars
    ·
    185 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of California San Diego

    Basic Data Processing and Visualization

    Skills you'll gain: Data Processing, Data Manipulation, Data Visualization, Interactive Data Visualization, Web Scraping, Data Visualization Software, Pandas (Python Package), Data Preprocessing, Data Science, Data Cleansing, Matplotlib, NumPy, JSON, Python Programming, File I/O

    4.3
    Rating, 4.3 out of 5 stars
    ·
    200 reviews

    Intermediate · Course · 1 - 3 Months

  • 2

    28DIGITAL

    Quantitative Model Checking

    Skills you'll gain: Computational Logic, Markov Model, Verification And Validation, Theoretical Computer Science, Mathematical Modeling, Systems Analysis, Process Modeling, Probability, Algorithms, Probability Distribution, Logical Reasoning

    4.3
    Rating, 4.3 out of 5 stars
    ·
    54 reviews

    Intermediate · Course · 1 - 3 Months

  • A

    Adobe

    AI Foundations for Creativity

    Skills you'll gain: AI powered creativity, Adobe Firefly, Visual Storytelling, Responsible AI, Generative AI, AI literacy, Creativity, Prompt Engineering, Ideation, Innovation, AI Workflows, Design Thinking, Model Training, Multimedia, Storytelling, Visual Design, Content Strategy

    4.9
    Rating, 4.9 out of 5 stars
    ·
    17 reviews

    Beginner · Course · 1 - 4 Weeks

  • O

    O.P. Jindal Global University

    American Politics, Foreign Policy, and US-India Ties

    Skills you'll gain: Social Studies, Political Sciences, International Relations, Social Justice, Public Policies, Culture, Economics, Policy, and Social Studies, Sociology, Social Sciences, Financial Policy, Cultural Diversity, International Finance, Intercultural Competence, Diplomacy, Immigration Law, Economics, World History, Policy Analysis, Strategic Partnership, European History

    4.3
    Rating, 4.3 out of 5 stars
    ·
    25 reviews

    Beginner · Specialization · 3 - 6 Months

  • E

    EDHEC Business School

    Science and Engineering of Climate Change

    Skills you'll gain: Climate Change Programs, Climate Change Mitigation, Energy and Utilities, Sustainable Engineering, Mitigation, Sustainable Development, Engineering, Systems Of Measurement, Environment, Mathematical Modeling, Sustainable Technologies, Environmental Monitoring, Environmental Engineering, Environmental Science, Electrical Power, Physics, Economics

    4.8
    Rating, 4.8 out of 5 stars
    ·
    242 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Michigan

    NumPy and Pandas Basics for Future Data Scientists

    Skills you'll gain: Debugging, Data Wrangling, Data Analysis, Data Transformation, Data Preprocessing, Numerical Analysis, Critical Thinking

    4.2
    Rating, 4.2 out of 5 stars
    ·
    13 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Fine Tune BERT for Text Classification with TensorFlow

    Skills you'll gain: Fine-tuning, Tensorflow, Keras (Neural Network Library), Model Training, Model Evaluation, Transfer Learning, Natural Language Processing, Data Preprocessing, Deep Learning, Data Pipelines

    4.6
    Rating, 4.6 out of 5 stars
    ·
    212 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Washington

    Communicating Data Science Results

    Skills you'll gain: Data Visualization, Scientific Visualization, Data Ethics, Data Presentation, Statistical Visualization, Data Storytelling, Data Visualization Software, Data Sharing, Data Governance, Big Data, Technical Communication, Graphic and Visual Design, Cloud Computing, Amazon Web Services, Information Privacy, Ethical Standards And Conduct

    3.4
    Rating, 3.4 out of 5 stars
    ·
    142 reviews

    Mixed · Course · 1 - 4 Weeks

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

  • Generative AI for Data Scientists: Microsoft
  • Introduction to Model-Based Systems Engineering: Siemens
  • Proyecto final: Evaluación del y para el aprendizaje: Universidad Nacional Autónoma de México
  • Cities and Consumption: Urban Sustainability and the Sharing Economy: Lund University
  • Basic Data Processing and Visualization: University of California San Diego
  • Quantitative Model Checking: 28DIGITAL
  • AI Foundations for Creativity: Adobe
  • American Politics, Foreign Policy, and US-India Ties: O.P. Jindal Global University
  • Science and Engineering of Climate Change: EDHEC Business School
  • NumPy and Pandas Basics for Future Data Scientists: University of Michigan

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