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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


  • C

    Coursera

    Blocks-based ABM with NetTango

    Skills you'll gain: Simulations, Education Software and Technology, Computer Programming Tools, Computational Thinking, No-Code Development, Program Development, Computer Programming, UI Components, Pedagogy

    Advanced · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Curso Completo de Deep Learning

    Skills you'll gain: Keras (Neural Network Library), Deep Learning, Tensorflow, Artificial Neural Networks, Machine Learning, Data Preprocessing, Model Evaluation

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Healthy and Sustainable Foods

    Skills you'll gain: Nutritional Assessment, Nutrition and Diet, Social Determinants Of Health, Health Assessment, Environment, Sustainability Standards, Spreadsheet Software, Environment and Resource Management, Environmental Science, Risk Analysis, Critical Thinking and Problem Solving

    4.5
    Rating, 4.5 out of 5 stars
    ·
    25 reviews

    Intermediate · Course · 1 - 4 Weeks

  • A

    Alfaisal University | KLD

    القيادة المتناقضة كأسلوب تفكير

    Skills you'll gain: Creative Problem-Solving, Cognitive flexibility, Innovation, Organizational Leadership, Strategic Leadership, Leadership, Adaptability, Dealing With Ambiguity, Leadership and Management, Decision Making

    4.7
    Rating, 4.7 out of 5 stars
    ·
    25 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Illinois Urbana-Champaign

    العمل الجماعي والإبداع

    Skills you'll gain: Ideation, Creativity, Professional Development, Teamwork, Team Building, Creative Thinking, Brainstorming, Collaboration, Innovation, Social Impact, Cognitive flexibility, Open Mindset, Influencing, Communication, Decision Making

    4.4
    Rating, 4.4 out of 5 stars
    ·
    12 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Interpretable machine learning applications: Part 3

    Skills you'll gain: Artificial Neural Networks, Tensorflow, Analytics, Keras (Neural Network Library), Data-Driven Decision-Making, Applied Machine Learning, Classification And Regression Tree (CART), Business Analytics, Deep Learning, Machine Learning, Risking, Model Evaluation, Mortgage Loans, Consumer Lending

    4.4
    Rating, 4.4 out of 5 stars
    ·
    23 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Hacking COVID-19 — Course 2: Decoding SARS-CoV-2's Secrets

    Skills you'll gain: Diagnostic Tests, Bioinformatics, Model Evaluation, Molecular Biology, Infectious Diseases, Medical Science and Research

    4.4
    Rating, 4.4 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Introduction to Neural Networks

    Skills you'll gain: Convolutional Neural Networks, Artificial Neural Networks, Deep Learning, Machine Learning Algorithms, Image Analysis, Machine Learning, Computer Vision, Model Evaluation, Supervised Learning, Algorithms, Statistical Methods, Linear Algebra, Probability

    4.5
    Rating, 4.5 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    A

    AI CERTs

    AI for Video Production

    Skills you'll gain: AI Personalization, Video Production, Media Production, Photo/Video Production and Technology, Video Editing, Videography, Image Analysis, Storytelling, Generative AI, Artificial Intelligence, Real Time Data, AI Workflows, Image Quality, Editing, Deep Learning

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    W

    Whizlabs

    NVIDIA: Large Language Models and Generative AI Deployment

    Skills you'll gain: Large Language Modeling, Generative AI, Model Deployment, Natural Language Processing, Prompt Engineering, Deep Learning, MLOps (Machine Learning Operations), Cloud Deployment, Model Evaluation, Continuous Monitoring, Data Cleansing, Machine Learning

    4
    Rating, 4 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    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
    ·
    10 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Enhance User Interface Design with Mood Boards in Miro

    Skills you'll gain: Design Thinking, User Experience Design, User Interface (UI) Design, User Interface and User Experience (UI/UX) Design, Usability, Persona (User Experience), User Acceptance Testing (UAT), Mockups, Storyboarding

    Beginner · Guided Project · Less Than 2 Hours

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

  • Blocks-based ABM with NetTango: Coursera
  • Curso Completo de Deep Learning: Coursera
  • Healthy and Sustainable Foods: University of Michigan
  • القيادة المتناقضة كأسلوب تفكير: Alfaisal University | KLD
  • العمل الجماعي والإبداع: University of Illinois Urbana-Champaign
  • Interpretable machine learning applications: Part 3: Coursera
  • Hacking COVID-19 — Course 2: Decoding SARS-CoV-2's Secrets: University of California San Diego
  • Introduction to Neural Networks: Johns Hopkins University
  • AI for Video Production: AI CERTs
  • NVIDIA: Large Language Models and Generative AI Deployment: Whizlabs

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