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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
    Preview
    U

    Universidade de São Paulo

    Off the Clock: The Many Faces of Time

    Skills you'll gain: Timelines, Cultural Diversity, Anthropology, Liberal Arts, Psychology, Environmental Science, Physics, Biology

    4.7
    Rating, 4.7 out of 5 stars
    ·
    17 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    H

    H2O.ai

    Practical Machine Learning on H2O

    Skills you'll gain: Model Evaluation, Unsupervised Learning, Deep Learning, Autoencoders, Anomaly Detection, Applied Machine Learning, Machine Learning, Supervised Learning, Decision Tree Learning, Predictive Modeling, Classification Algorithms, Data Preprocessing, Random Forest Algorithm, Data Manipulation, Feature Engineering, Dimensionality Reduction

    4.5
    Rating, 4.5 out of 5 stars
    ·
    74 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Visualizing Filters of a CNN using TensorFlow

    Skills you'll gain: Tensorflow, Convolutional Neural Networks, Image Analysis, Python Programming, Jupyter, Artificial Neural Networks, Deep Learning, Software Visualization, Machine Learning

    4.4
    Rating, 4.4 out of 5 stars
    ·
    82 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Environmental Leadership

    Skills you'll gain: Design Thinking, Professional Development, Ethical Standards And Conduct, Community Organizing, Leadership, Sustainable Systems, Leadership Development, Environmental Issue, Personal Development, Environment and Resource Management, Visionary, Innovation, Decision Making, Creative Problem-Solving, Empowerment, Collaboration, Goal Setting

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    A

    Arm

    Getting Started with Machine Learning at the Edge on Arm

    Skills you'll gain: Embedded Systems, Tensorflow, Data Preprocessing, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Machine Learning Algorithms, Convolutional Neural Networks, Computer Vision, Deep Learning, Image Analysis, Machine Learning, Model Deployment, Model Evaluation, Performance Tuning

    4.4
    Rating, 4.4 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    Arizona State University

    Perspective-Taking

    Skills you'll gain: Influencing, Strategic Thinking, Negotiation, Recognizing Others, Active Listening, Strategic Communication, Game Theory, Empathy, Critical Thinking, Decision Making, Motivational Skills, Analysis

    4.4
    Rating, 4.4 out of 5 stars
    ·
    11 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Sustainable Consumption and Health

    Skills you'll gain: Sustainable Development, Sustainable Business, Nutrition and Diet, Social Determinants Of Health, Sustainability Standards, Environment, Health Assessment, Environmental Resource Management, Environmental Science, Public Health, Climate Change Mitigation, Systems Of Measurement, Problem Solving

    4.8
    Rating, 4.8 out of 5 stars
    ·
    18 reviews

    Intermediate · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Technology and Product Planning

    Skills you'll gain: Stakeholder Analysis, Medical Devices, Agile Methodology, Health Technology, Wireframing, Human Centered Design, Agile Project Management, Healthcare Industry Knowledge, Scalability, Software Development Methodologies, Product Design, Design Thinking, Product Planning, Stakeholder Management, Prototyping, User Interface (UI), Health Care, Product Strategy, Technology Solutions, Risk Management

    2.3
    Rating, 2.3 out of 5 stars
    ·
    6 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    Digital Marketing Institute

    An Introduction to Digital Marketing and Digital Strategy

    Skills you'll gain: Marketing Budgets, Customer experience strategy (CX), Customer experience improvement, Cross-Channel Marketing, Digital Media Strategy, Digital Marketing, Marketing Effectiveness, MarTech, Marketing Strategy and Techniques, Marketing Channel, Customer Insights, Return On Investment, Agile Methodology, Consumer Behaviour, Persona Development, Strategic Thinking, Key Performance Indicators (KPIs), Social Media, Social Media Management

    4.3
    Rating, 4.3 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    Universidad de Palermo

    Disrupción Digital

    Skills you'll gain: Business Strategy, Business Planning, Technology Strategies, Digital Transformation, Innovation, Strategic Thinking, Business Modeling, Emerging Technologies, Organizational Change, Business Technologies, Customer experience improvement

    4.9
    Rating, 4.9 out of 5 stars
    ·
    43 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    F

    Fundação Instituto de Administração

    Ciência de Dados para Finanças

    Skills you'll gain: Big Data, Data Mining, Data-Driven Decision-Making, FinTech, Ggplot2, Data Visualization Software, Plot (Graphics), Deep Learning, Data Modeling, R Programming, Market Data, Predictive Analytics, Analytics, Data Science, Data Analysis, Business Analytics, Data Processing, Data Manipulation, Machine Learning, Financial Market

    4.3
    Rating, 4.3 out of 5 stars
    ·
    89 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    The Harder Side of Science Communication

    Skills you'll gain: Learning Theory, Human Learning, Motivational Interviewing, Education and Training, Teaching, Scientific Methods, Communication Strategies, Research, Science and Research, Research Methodologies, Instructional Design, Critical Thinking, Communication, Behavioral Economics, Decision Making, Psychology

    Beginner · Course · 1 - 4 Weeks

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

  • Off the Clock: The Many Faces of Time: Universidade de São Paulo
  • Practical Machine Learning on H2O: H2O.ai
  • Visualizing Filters of a CNN using TensorFlow: Coursera
  • Environmental Leadership: Duke University
  • Getting Started with Machine Learning at the Edge on Arm: Arm
  • Perspective-Taking: Arizona State University
  • Sustainable Consumption and Health: University of Michigan
  • Technology and Product Planning: Johns Hopkins University
  • An Introduction to Digital Marketing and Digital Strategy: Digital Marketing Institute
  • Disrupción Digital: Universidad de Palermo

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