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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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    E

    Edureka

    Mastering NLP: Tokenization, Sentiment Analysis & Neural MT

    Skills you'll gain: Natural Language Processing, Large Language Modeling, Model Evaluation, Recurrent Neural Networks (RNNs), Classification Algorithms, Data Ethics, Responsible AI, Text Mining, Transfer Learning, Machine Learning Methods, PyTorch (Machine Learning Library), Artificial Neural Networks, Data Preprocessing, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Data Processing, Embeddings, Machine Learning, Data Analysis, Data Cleansing

    Intermediate · Specialization · 3 - 6 Months

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    K

    Korea Advanced Institute of Science and Technology(KAIST)

    Mechanical Vibration

    Skills you'll gain: Vibrations, Matlab, Engineering Analysis, Engineering Calculations, Mechanical Engineering, Applied Mathematics, Mechanics, Differential Equations, Mathematical Modeling, Control Systems

    Intermediate · Course · 1 - 3 Months

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    Fundação Instituto de Administração

    Estratégia de Negócios

    Skills you'll gain: Business Strategy, Stakeholder Analysis, Business Strategies, Business Modeling, Strategic Thinking, Corporate Strategy, Organizational Strategy, Strategic Decision-Making, Growth Strategies, Competitive Analysis, Market Opportunities, Resource Management, Innovation, Value Propositions, Case Studies

    4.9
    Rating, 4.9 out of 5 stars
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    16 reviews

    Beginner · Course · 1 - 3 Months

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    U

    Universidad Nacional de Colombia

    Learning to be caregivers for people with chronic conditions

    Skills you'll gain: Caregiving, Care Management, Home Health Care, Compassion, Critical Thinking, Stress Management, Problem Solving, Chronic Diseases, Emotional Intelligence, Adaptability

    Beginner · Course · 1 - 3 Months

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    CVS Health

    Preparing for Your Retail Customer Service Role

    Skills you'll gain: Call Center Experience, Customer Complaint Resolution, De-escalation Techniques, Conflict Management, Customer Service, Customer Relationship Building, Interviewing Skills, Problem Solving, Professionalism, Keyword Research, Verbal Communication Skills, Communication, LinkedIn

    4.4
    Rating, 4.4 out of 5 stars
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    16 reviews

    Beginner · Course · 1 - 4 Weeks

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    C

    Coursera

    GenAI and Model Selection

    Skills you'll gain: Generative AI, Generative Adversarial Networks (GANs), Applied Machine Learning, Large Language Modeling, Strategic Decision-Making, Systems Integration, Scalability, Innovation

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    Università di Napoli Federico II

    Data Science con Python e R

    Skills you'll gain: Unsupervised Learning, Supervised Learning, Object Oriented Programming (OOP), PyTorch (Machine Learning Library), R Programming, Convolutional Neural Networks, NumPy, R (Software), Image Analysis, Pandas (Python Package), Matplotlib, Python Programming, Deep Learning, Computer Programming, Scripting Languages, Computer Vision, Artificial Neural Networks, Transfer Learning, Programming Principles, Data Management

    4.2
    Rating, 4.2 out of 5 stars
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    54 reviews

    Intermediate · Specialization · 1 - 3 Months

  • C

    Coursera

    Data Balancing with Gen AI: Credit Card Fraud Detection

    Skills you'll gain: Generative Adversarial Networks (GANs), Generative AI, Fraud detection, Keras (Neural Network Library), Tensorflow, Data Preprocessing, Deep Learning, Dimensionality Reduction, Exploratory Data Analysis, Anomaly Detection, Data Visualization, Data Synthesis, Python Programming

    4.1
    Rating, 4.1 out of 5 stars
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    9 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    E

    Erasmus University Rotterdam

    Entrepreneurial Competencies for Landscape Restoration

    Skills you'll gain: Design Thinking, Sustainable Development, Sustainable Business, Entrepreneurship, Environmental Social And Corporate Governance (ESG), Product Development, Business Modeling, Innovation, Investment Banking, Ideation, Stakeholder Management, Customer Analysis

    Beginner · Course · 1 - 3 Months

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    Coursera

    GenAI in Insurance: Automating Claims & Risk Mitigation

    Skills you'll gain: Generative AI, Insurance, AI Product Strategy, Responsible AI, Data Ethics, AI Enablement, Underwriting, AI Personalization, Operational Efficiency, Data-Driven Decision-Making, Claims Processing, Personalized Service, Artificial Intelligence, Automation, Risk Management, Analytics, Risk Mitigation, Prompt Engineering, Systems Integration

    Intermediate · Course · 1 - 4 Weeks

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    J

    Johns Hopkins University

    Applied Machine Learning

    Skills you'll gain: Computer Vision, Model Evaluation, PyTorch (Machine Learning Library), Supervised Learning, Unsupervised Learning, Image Analysis, Applied Machine Learning, Data Preprocessing, Dimensionality Reduction, Reinforcement Learning, Feature Engineering, Machine Learning Algorithms, Convolutional Neural Networks, Regression Analysis, Data Processing, Machine Learning, Data Mining, Data Cleansing, Deep Learning, Artificial Neural Networks

    3.5
    Rating, 3.5 out of 5 stars
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    14 reviews

    Intermediate · Specialization · 3 - 6 Months

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    R

    Real Madrid Graduate School Universidad Europea

    Fundamentos del Marketing Deportivo

    Skills you'll gain: Marketing Effectiveness, Marketing Analytics, Key Performance Indicators (KPIs), Marketing, Return On Investment, Digital Marketing, Marketing Strategy and Techniques, Consumer Behaviour, Branding, Customer Engagement, Advertising, Brand Management, Strategic Partnership, Sales Process, Price Negotiation, Data Analysis, Stakeholder Management, Public Relations, Emotional Intelligence, Creative Thinking

    Beginner · Course · 1 - 4 Weeks

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

  • Mastering NLP: Tokenization, Sentiment Analysis & Neural MT: Edureka
  • Mechanical Vibration: Korea Advanced Institute of Science and Technology(KAIST)
  • Estratégia de Negócios: Fundação Instituto de Administração
  • Learning to be caregivers for people with chronic conditions: Universidad Nacional de Colombia
  • Preparing for Your Retail Customer Service Role: CVS Health
  • GenAI and Model Selection: Coursera
  • Data Science con Python e R: Università di Napoli Federico II
  • Data Balancing with Gen AI: Credit Card Fraud Detection: Coursera
  • Entrepreneurial Competencies for Landscape Restoration: Erasmus University Rotterdam
  • GenAI in Insurance: Automating Claims & Risk Mitigation: Coursera

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