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Duke Courses

Duke courses can help you learn data analysis, statistical modeling, machine learning, and research methodologies. You can build skills in critical thinking, data visualization, and effective communication of findings. Many courses introduce tools like R, Python, and Tableau, that support analyzing data sets and presenting insights clearly.

Popular Duke Courses and Certifications


  • Status: Free Trial
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    Duke University

    Rust for Large Language Model Operations (LLMOps)

    Skills you'll gain: LLM Application, Hugging Face, Large Language Modeling, Generative AI, Rust (Programming Language), Model Deployment, Cloud Deployment, PyTorch (Machine Learning Library), CI/CD, Applied Machine Learning, Application Deployment, Model Training, Natural Language Processing, DevOps, Amazon Web Services, Machine Learning

    4.3
    Rating, 4.3 out of 5 stars
    ·
    15 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Duke University

    Environmental Leadership

    Skills you'll gain: Design Thinking, Ethical Standards And Conduct, Initiative and Leadership, Community Organizing, Leadership, Sustainable Systems, Leadership Development, Environmental Issue, Personal Development, Visionary, Innovation, Decision Making, Empowerment, Collaboration, Goal Setting, Diversity Awareness

    5
    Rating, 5 out of 5 stars
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    10 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Duke University

    Data Visualization with Python

    Skills you'll gain: Data Visualization Software, Data Visualization, Data Storytelling, Interactive Data Visualization, Plot (Graphics), Plotly, Matplotlib, Data Presentation, Dashboard, Dashboard Creation, Seaborn, Tableau Software, Scatter Plots, Histogram, Google Sheets, Microsoft Excel, Data Analysis, Python Programming, Cloud Applications, Business Communication

    4.2
    Rating, 4.2 out of 5 stars
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    28 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Duke University

    Python Scripting

    Skills you'll gain: Command-Line Interface, Scripting, Unix Commands, Scripting Languages, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
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    13 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
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    Duke University

    Gold Market Foundations

    Skills you'll gain: Financial Systems, Digital Assets, Supply And Demand, Financial Regulations, Portfolio Risk, Financial Regulation, Banking, Return On Investment, Blockchain

    4.8
    Rating, 4.8 out of 5 stars
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    33 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Duke University

    Advanced Data Engineering

    Skills you'll gain: Apache Airflow, Vector Databases, Performance Tuning, Scalability, Database Management Systems, Database Management, Data Pipelines, MySQL, Data Import/Export

    3.8
    Rating, 3.8 out of 5 stars
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    25 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Duke University

    Object-Oriented Programming in Python

    Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Code Reusability, Programming Principles, Python Programming, Computer Programming, Software Engineering, Simulations, Application Development

    3.7
    Rating, 3.7 out of 5 stars
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    23 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
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    Duke University

    Interpretable Machine Learning

    Skills you'll gain: Responsible AI, Large Language Modeling, Decision Tree Learning, Data Ethics, Regression Analysis, Artificial Intelligence, Machine Learning, Applied Machine Learning, Statistical Modeling, Python Programming, Embeddings, Deep Learning, Machine Learning Algorithms, Artificial Neural Networks

    4.6
    Rating, 4.6 out of 5 stars
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    31 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Duke University

    Telehealth Clinical Essentials

    Skills you'll gain: Telehealth, Clinical Assessment, Health Technology, Vital Signs, Health Assessment, Patient Preparation, Patient Evaluation, End User Training and Support, Patient Education and Support, Patient Communication, Environment Health And Safety, Patient Safety, Problem Management

    4.9
    Rating, 4.9 out of 5 stars
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    39 reviews

    Beginner · Course · 1 - 4 Weeks

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    Duke University

    Introduction to GitHub Actions

    Skills you'll gain: CI/CD, Continuous Integration, Continuous Deployment, Automation, GitHub, YAML, Event-Driven Programming, Git (Version Control System), Code Reusability, Software Testing

    3.2
    Rating, 3.2 out of 5 stars
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    23 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
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    Duke University

    Explainable Machine Learning (XAI)

    Skills you'll gain: Responsible AI, Large Language Modeling, Generative AI, Data Ethics, Artificial Intelligence, Generative Model Architectures, Model Evaluation, Python Programming, Applied Machine Learning, Image Analysis, Machine Learning, Scientific Visualization, Deep Learning, Plot (Graphics), Artificial Neural Networks

    4.7
    Rating, 4.7 out of 5 stars
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    29 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
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    Duke University

    Foundations of Local Large Language models

    Skills you'll gain: Retrieval-Augmented Generation, Responsible AI, Generative AI, Cloud Deployment, LLM Application, Model Deployment, Application Deployment, Large Language Modeling, Hugging Face, Data Ethics, Model Evaluation, Risk Management Framework, Rust (Programming Language)

    4.2
    Rating, 4.2 out of 5 stars
    ·
    19 reviews

    Beginner · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular duke courses

  • Rust for Large Language Model Operations (LLMOps): Duke University
  • Environmental Leadership: Duke University
  • Data Visualization with Python: Duke University
  • Python Scripting: Duke University
  • Gold Market Foundations: Duke University
  • Advanced Data Engineering: Duke University
  • Object-Oriented Programming in Python: Duke University
  • Interpretable Machine Learning: Duke University
  • Telehealth Clinical Essentials: Duke University
  • Introduction to GitHub Actions: Duke University

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