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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


  • Status: Preview
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    U

    University of California, Davis

    Hands-on Data Centric Visual AI

    Skills you'll gain: Data Quality, Data Cleansing, Computer Vision, Visualization (Computer Graphics), Data Preprocessing, Deep Learning, Image Analysis, Convolutional Neural Networks, Model Evaluation, Data Manipulation, Applied Machine Learning, Data Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    B

    Board Infinity

    Strategic Product Management

    Skills you'll gain: Design Thinking, Technical Product Management, Product Management, Product Lifecycle Management, Agile Methodology, Product Development, Go To Market Strategy, New Product Development, Data Visualization Software, Market Analysis, Target Market, Competitive Analysis, Data Analysis, Microsoft Excel, Cross-Functional Collaboration

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    Illinois Tech

    Data Preparation and Analysis

    Skills you'll gain: Model Evaluation, Statistical Analysis, Data Visualization, Data Analysis, Exploratory Data Analysis, Data Cleansing, Analytics, Machine Learning, Data Preprocessing, Regression Analysis, Data Mining, Python Programming, Scikit Learn (Machine Learning Library), Unsupervised Learning, Classification And Regression Tree (CART), Decision Tree Learning, Logistic Regression

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Mining Quality Prediction Using Machine & Deep Learning

    Skills you'll gain: Regression Analysis, Exploratory Data Analysis, Model Evaluation, Scikit Learn (Machine Learning Library), Supervised Learning, Applied Machine Learning, Machine Learning, Data Preprocessing, Deep Learning, Statistical Analysis, Data Analysis, Artificial Neural Networks, Data Import/Export, Matplotlib, Python Programming

    4.8
    Rating, 4.8 out of 5 stars
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    69 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    N

    Northeastern University

    Machine Learning in Healthcare: Fundamentals & Applications

    Skills you'll gain: Data Mining, Health Informatics, Big Data, Applied Machine Learning, Predictive Modeling, Machine Learning, Artificial Intelligence, Random Forest Algorithm, Responsible AI, Deep Learning, Model Evaluation, Unsupervised Learning, Healthcare Industry Knowledge, Algorithms, Data Cleansing, Artificial Neural Networks

    4.7
    Rating, 4.7 out of 5 stars
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    9 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Create Image Captioning Models

    Skills you'll gain: Convolutional Neural Networks, Image Analysis, Deep Learning, Keras (Neural Network Library), Model Evaluation, Tensorflow, Recurrent Neural Networks (RNNs)

    4.7
    Rating, 4.7 out of 5 stars
    ·
    32 reviews

    Advanced · Course · 1 - 4 Weeks

  • D

    Duke University

    Practical Python: Start Your Programming Journey

    Skills you'll gain: Program Development, Debugging, Python Programming, Computer Programming, Computational Logic, Game Design, Interactive Design, Design and Product, Algorithms, Computer Science

    Beginner · Course · 1 - 4 Weeks

  • 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

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    U

    Universidades Anáhuac

    Fundamentos de Investigación Científica

    Skills you'll gain: Scientific Methods, General Science and Research, Science and Research, Research, Systems Thinking, Deductive Reasoning, Social Sciences, Qualitative Research, Quantitative Research

    Mixed · Course · 1 - 4 Weeks

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    T

    The State University of New York

    Career Foundations: A Toolkit to Build Your Future

    Skills you'll gain: Collaboration, Teamwork, Adaptability, Verbal Communication Skills, Critical Thinking, Communication, Creative Thinking, Emotional Intelligence, Resilience, Problem Solving, Analytical Skills, Innovation, Accountability, Motivational Skills, Team Motivation, Logical Reasoning, Organizational Skills, Decision Making, Human Resources, Time Management

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    Skillshare

    Self-Care Essentials: Embrace & Nurture the Real You

    Skills you'll gain: Growth Mindedness, Positivity, Self-Awareness, Personal Development, Goal Setting, Resilience, Mindfulness, Empowerment, Persistence, Self-Motivation, Action Oriented, Courage, Visionary, Creative Thinking, Creativity, Digital Design, Overcoming Obstacles, Graphical Tools, Emotional Intelligence, Color Theory

    Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    Communicate UX Research with Empathy Maps in Miro

    Skills you'll gain: UI/UX Research, User Research, Design Thinking, User Experience, Persona (User Experience), Technical Communication, Miro AI, User Centered Design

    Beginner · Guided Project · Less Than 2 Hours

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

  • Hands-on Data Centric Visual AI: University of California, Davis
  • Strategic Product Management: Board Infinity
  • Data Preparation and Analysis: Illinois Tech
  • Mining Quality Prediction Using Machine & Deep Learning: Coursera
  • Machine Learning in Healthcare: Fundamentals & Applications: Northeastern University
  • Create Image Captioning Models: Google Cloud
  • Practical Python: Start Your Programming Journey : Duke University
  • Environmental Leadership: Duke University
  • Fundamentos de Investigación Científica: Universidades Anáhuac
  • Career Foundations: A Toolkit to Build Your Future: The State University of New York

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