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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


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    The Hong Kong University of Science and Technology

    Information Systems Auditing, Controls and Assurance

    Skills you'll gain: Continuous Monitoring, Risk Management, FinTech, Change Management, Emerging Technologies

    4.7
    Rating, 4.7 out of 5 stars
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    4K reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Register Patients & Validate Data

    Skills you'll gain: Patient Registration, Registration, Health Information Management, Data Quality, Data Entry, Data Validation, Medical Records, Electronic Medical Record System, Hospital Admissions, Patient Safety, Patient Flow, Data Integrity, Quality Assurance

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Voice AI: Introduction to Building Voice Applications

    Skills you'll gain: Case Studies, User Experience Design, Business Analysis, Natural Language Processing, Application Programming Interface (API), Application Deployment, Application Development, Artificial Intelligence, Systems Integration, Scalability

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Generative AI Application Integration Patterns

    Skills you'll gain: Responsible AI, Generative AI, Generative Model Architectures, LLM Application, Prompt Engineering, ChatGPT, AI Enablement, AI Security, Cloud Development, AI Workflows, Data Ethics, Real Time Data, Large Language Modeling, Model Deployment, Cloud Computing Architecture, Artificial Intelligence, MLOps (Machine Learning Operations), Deep Learning, Scalability, System Monitoring

    Beginner · Course · 1 - 3 Months

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    IBM

    Collaborate Effectively for Professional Success

    Skills you'll gain: Collaboration, Teamwork, Team Building, Virtual Teams, Cross-Functional Collaboration, Team Management, Leadership, Communication, Cultural Diversity, Critical Thinking

    4.6
    Rating, 4.6 out of 5 stars
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    977 reviews

    Beginner · Course · 1 - 4 Weeks

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    Logical Operations

    Managing Conflict

    Skills you'll gain: Conflict Management, De-escalation Techniques, Teamwork, Mediation, Collaboration, Leadership, Negotiation, Emotional Intelligence, Analysis, Communication, Active Listening, Leadership Development, Problem Solving, Empathy, Non-Verbal Communication, Self-Awareness

    Mixed · Course · 1 - 3 Months

  • Status: Free
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    The Chinese University of Hong Kong

    Basic Modeling for Discrete Optimization

    Skills you'll gain: Mathematical Modeling, Problem Solving, Enterprise Modeling, Graph Theory, Decision Support Systems, Computational Thinking, Data Modeling, Model Evaluation

    4.8
    Rating, 4.8 out of 5 stars
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    456 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Dartmouth College

    Practical Machine Learning: Foundations to Neural Networks

    Skills you'll gain: Supervised Learning, Artificial Neural Networks, Bayesian Statistics, Statistical Machine Learning, Probability Distribution, Probability & Statistics, Machine Learning Methods, Model Evaluation, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Statistical Modeling, Logistic Regression, Machine Learning Algorithms, Statistical Methods, Classification Algorithms, Deep Learning, Regression Analysis, Statistical Inference, Artificial Intelligence

    Build toward a degree

    Intermediate · Specialization · 3 - 6 Months

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    IBM

    IBM Machine Learning

    Skills you'll gain: Dimensionality Reduction, Unsupervised Learning, Supervised Learning, Autoencoders, Feature Engineering, Classification Algorithms, Data Cleansing, Keras (Neural Network Library), Statistical Inference, Time Series Analysis and Forecasting, Generative Adversarial Networks (GANs), Data Preprocessing, Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Applied Machine Learning, Scikit Learn (Machine Learning Library), Deep Learning, Data Science, Machine Learning, Python Programming

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    3.6K reviews

    Intermediate · Professional Certificate · 3 - 6 Months

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    Coursera

    Figma Mastery: From Wireframes to Prototypes

    Skills you'll gain: Figma (Design Software), Usability Testing, Responsive Web Design, User Interface and User Experience (UI/UX) Design, User Experience Design, Usability, Wireframing, User Interface (UI) Design, Prototyping, User Flows, Design Thinking, Design Research, Front-End Web Development, User Interface (UI), Mockups, User Centered Design, UI Components, Software Design Documents, UI/UX Strategy, Interaction Design

    4.4
    Rating, 4.4 out of 5 stars
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    410 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Adobe

    Generative AI for Creative Workflows

    Skills you'll gain: Adobe Firefly, Adobe Express, Ideation, Adobe Acrobat, Presentations, Generative AI, Content Creation, Creative Thinking, Adobe Photoshop, Creativity, Prompt Engineering, Adobe Illustrator, Storytelling, Visual Design, Graphic Design, Design, Branding, Artificial Intelligence, Communication, Digital Marketing

    Beginner · Specialization · 1 - 3 Months

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    Universidades Anáhuac

    Emprende con creatividad: Ideas innovadoras y exitosas

    Skills you'll gain: Technology Strategies

    Beginner · Course · 1 - 3 Months

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

  • Information Systems Auditing, Controls and Assurance: The Hong Kong University of Science and Technology
  • Register Patients & Validate Data: Coursera
  • Voice AI: Introduction to Building Voice Applications: Coursera
  • Generative AI Application Integration Patterns: Packt
  • Collaborate Effectively for Professional Success: IBM
  • Managing Conflict: Logical Operations
  • Basic Modeling for Discrete Optimization: The Chinese University of Hong Kong
  • Practical Machine Learning: Foundations to Neural Networks: Dartmouth College
  • IBM Machine Learning: IBM
  • Figma Mastery: From Wireframes to Prototypes: Coursera

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