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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

    Michigan State University

    Transmedia Writing

    Skills you'll gain: Game Design, Peer Review, Storytelling, Video Game Development, Writing and Editing, Writing, Content Creation, Creative Thinking, Brainstorming, Constructive Feedback, Visual Storytelling

    4.4
    Rating, 4.4 out of 5 stars
    ·
    66 reviews

    Beginner · Course · 1 - 3 Months

  • P

    Politecnico di Milano

    Technologies and platforms for Artificial Intelligence

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Cloud Platforms, Deep Learning, Hardware Architecture, Cloud Services, Information Technology, Internet Of Things, Computer Hardware, Cloud Computing, Embedded Systems, Data Centers, Application Development

    4.8
    Rating, 4.8 out of 5 stars
    ·
    94 reviews

    Beginner · Course · 1 - 4 Weeks

  • I

    IESE Business School

    Análisis de situaciones de negocio

    Skills you'll gain: Case Studies, Financial Analysis, Strategic Marketing, People Management, Strategic Decision-Making, Marketing Management, Corporate Strategy, Decision Making, Financial Statement Analysis, Business Analysis, Staff Management, Partnership Accounting, Strategic Thinking, Consumer Behaviour, Complex Problem Solving, Brand Management, Branding, Working Capital

    4.7
    Rating, 4.7 out of 5 stars
    ·
    160 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Computer Vision

    Skills you'll gain: Image Analysis, Computer Vision, Autoencoders, Convolutional Neural Networks, Vision Transformer (ViT), Generative Adversarial Networks (GANs), Recurrent Neural Networks (RNNs), Deep Learning, Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), Computer Graphics, Visualization (Computer Graphics), Machine Learning Methods, Model Deployment, Embeddings, Artificial Intelligence, Data Ethics, Data Processing, Applied Machine Learning, Linear Algebra

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
    ·
    83 reviews

    Intermediate · Specialization · 1 - 3 Months

  • C

    Coursera

    Transfer Learning for NLP with TensorFlow Hub

    Skills you'll gain: Transfer Learning, Fine-tuning, Tensorflow, Natural Language Processing, Keras (Neural Network Library), Embeddings, Model Training, Deep Learning, Classification Algorithms, Model Evaluation, Machine Learning, Software Visualization

    4.8
    Rating, 4.8 out of 5 stars
    ·
    181 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Colorado Boulder

    Introduction to Corporate Sustainability

    Skills you'll gain: Corporate Sustainability, Environmental Social And Corporate Governance (ESG), Sustainable Business, Sustainable Development, Systems Thinking, Sustainable Systems, Corporate Strategy, Sustainability Standards, Sustainability Reporting, Climate Change Mitigation, Business Ethics, Compliance Management, Operational Risk, Business Risk Management, Environmental Issue, Climate Change Programs, Environment and Resource Management, Supply Chain Management, Stakeholder Engagement, Communication Strategies

    4.4
    Rating, 4.4 out of 5 stars
    ·
    23 reviews

    Beginner · Course · 1 - 4 Weeks

  • B

    Board Infinity

    Job & Exam Aptitude Mastery: Reasoning | DI | Verbal | Quant

    Skills you'll gain: Vocabulary, Critical Thinking and Problem Solving, Logical Reasoning, Analytical Skills, Critical Thinking, Deductive Reasoning, Arithmetic, Problem Solving, Data Literacy, Grammar, Language Competency, English Language, Data Analysis, Literacy, Complex Problem Solving, Learning Strategies, Trend Analysis, Data Synthesis, Applied Mathematics, Algebra

    3.1
    Rating, 3.1 out of 5 stars
    ·
    14 reviews

    Beginner · Specialization · 3 - 6 Months

  • D

    Duke University

    Purpose-Driven Leadership for Strategy and Innovation

    Skills you'll gain: Strategic Thinking, Strategic Leadership, Visionary, Organizational Strategy, Organizational Leadership, Strategic Decision-Making, Business Leadership, Leadership, Innovation, Business Transformation, Complex Problem Solving, Organizational Development, Organizational Change, Team Motivation, Case Studies

    4.6
    Rating, 4.6 out of 5 stars
    ·
    68 reviews

    Intermediate · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Leading Technical Organizations

    Skills you'll gain: Crisis Management, Strategic Leadership, Strategic Planning, Leadership Studies, Workplace inclusivity, Leadership Development, Leadership, Business Ethics, Critical Thinking, Critical Thinking and Problem Solving, Team Building, Team Leadership, Organizational Change, Business Strategies, Diversity and Inclusion, Planning, Strategic Decision-Making, Initiative and Leadership, Organizational Leadership, Change Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    44 reviews

    Intermediate · Specialization · 3 - 6 Months

  • U

    University of Colorado Boulder

    Designing Effective Science Communication

    Skills you'll gain: Oral Expression, Human Learning, Education Software and Technology, Technical Communication, Education and Training, Writing, Community Outreach, Learning Theory, Pedagogy, Research, Technical Writing, Media and Communications, Science and Research, Persuasive Communication, Interviewing Skills, Photography, Psychology, Content Creation, Digital Communications, Music

    4.6
    Rating, 4.6 out of 5 stars
    ·
    137 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Sentiment Analysis with Deep Learning using BERT

    Skills you'll gain: Model Optimization, Model Evaluation, Large Language Modeling, Data Preprocessing, Model Training, Fine-tuning, Data Cleansing, PyTorch (Machine Learning Library), Transfer Learning, Deep Learning, Natural Language Processing, Exploratory Data Analysis, Test Data, Machine Learning

    4.4
    Rating, 4.4 out of 5 stars
    ·
    398 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • A

    American Psychological Association

    Psychology in Everyday Life

    Skills you'll gain: Decision Making, Positivity, Optimism, Economics, Policy, and Social Studies, Public Policies, Compassion, Sociology, Culture, Psychology, Cultural Diversity, Decision Intelligence, Policy Analysis, Mental Health, Resilience, Critical Thinking, Human Development, Personal Development, Child Development, Social Sciences, Empathy

    4.5
    Rating, 4.5 out of 5 stars
    ·
    32 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Transmedia Writing: Michigan State University
  • Technologies and platforms for Artificial Intelligence: Politecnico di Milano
  • Análisis de situaciones de negocio: IESE Business School
  • Computer Vision: University of Colorado Boulder
  • Transfer Learning for NLP with TensorFlow Hub: Coursera
  • Introduction to Corporate Sustainability: University of Colorado Boulder
  • Job & Exam Aptitude Mastery: Reasoning | DI | Verbal | Quant: Board Infinity
  • Purpose-Driven Leadership for Strategy and Innovation: Duke University
  • Leading Technical Organizations: Johns Hopkins University
  • Designing Effective Science Communication: University of Colorado Boulder

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