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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

    Open Source LLMOps Solutions

    Skills you'll gain: LLM Application, Large Language Modeling, Generative Model Architectures, Natural Language Processing, Open Source Technology, Prompt Engineering, Containerization, Application Deployment, Application Programming Interface (API), Machine Learning

    4.8
    Rating, 4.8 out of 5 stars
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    25 reviews

    Beginner · Course · 1 - 4 Weeks

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    Duke University

    GenAI and LLMs on AWS

    Skills you'll gain: Amazon Bedrock, AWS SageMaker, Large Language Modeling, MLOps (Machine Learning Operations), Amazon Web Services, Continuous Monitoring, Data Ethics, Secure Coding, Responsible AI, Application Deployment, Generative AI, Cloud Computing, Serverless Computing

    4.7
    Rating, 4.7 out of 5 stars
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    25 reviews

    Beginner · Course · 1 - 4 Weeks

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    Duke University

    Climate Science for Everyone

    Skills you'll gain: Climate Change Mitigation, Climate Change Adaptation, Environmental Issue, Sustainable Development, Physical Science, Energy and Utilities, Environmental Science, Environmental Policy, Mental Health, Trend Analysis

    4.9
    Rating, 4.9 out of 5 stars
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    20 reviews

    Beginner · Course · 1 - 4 Weeks

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    Duke University

    Introduction to FastAPI framework

    Skills you'll gain: Web Frameworks, Restful API, Application Programming Interface (API), Application Deployment, Software Documentation, Package and Software Management, JSON, Application Development, Server Side, Test Tools, Python Programming, Data Validation

    2.7
    Rating, 2.7 out of 5 stars
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    25 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Duke University

    Object-Oriented Programming in Python

    Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Programming Principles, Python Programming, Computer Programming, Software Engineering

    3.8
    Rating, 3.8 out of 5 stars
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    21 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Duke University

    Rust for Large Language Model Operations (LLMOps)

    Skills you'll gain: Large Language Modeling, Generative AI, Rust (Programming Language), MLOps (Machine Learning Operations), AWS SageMaker, PyTorch (Machine Learning Library), CI/CD, Prompt Engineering, Applied Machine Learning, Application Deployment, Natural Language Processing, DevOps, Amazon Web Services, Machine Learning, Deep Learning

    4.2
    Rating, 4.2 out of 5 stars
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    12 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    Duke University

    Copyright for Multimedia

    Skills you'll gain: Intellectual Property, Data Sharing, Multimedia, Music, Video Production, Electronic Media, Law, Regulation, and Compliance, Photography

    4.6
    Rating, 4.6 out of 5 stars
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    433 reviews

    Mixed · Course · 1 - 3 Months

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    Duke University

    Risk Management and Financial Theory

    Skills you'll gain: Risk Management, Business Risk Management, Credit Risk, Risk Mitigation, Stakeholder Communications, Operational Risk, Proposal Development, Risk Analysis, Business Strategies, Financial Analysis, Financial Modeling, Organizational Strategy, Strategic Thinking, Strategic Decision-Making

    4.7
    Rating, 4.7 out of 5 stars
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    35 reviews

    Beginner · Course · 1 - 4 Weeks

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    Duke University

    Healthcare Leadership for Climate Change

    Skills you'll gain: Climate Change Adaptation, Health Equity, Design Thinking, Professional Development, Environmental Issue, Ethical Standards And Conduct, Advocacy, Community Organizing, Leadership, Sustainable Systems, Leadership Development, Social Determinants Of Health, Personal Development, Environmental Science, Health Education, Environment and Resource Management, Climate Change Mitigation, Sustainable Development, Physical Science, Energy and Utilities

    4.9
    Rating, 4.9 out of 5 stars
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    27 reviews

    Beginner · Specialization · 1 - 3 Months

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    Duke University

    Data Visualization with Python

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

    4.2
    Rating, 4.2 out of 5 stars
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    25 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Duke University

    Data Science with R

    Skills you'll gain: Data Ethics, Exploratory Data Analysis, Data-Driven Decision-Making, Statistical Modeling, Web Scraping, Ggplot2, Data Visualization Software, Predictive Modeling, Tidyverse (R Package), Data Visualization, Data Analysis, Regression Analysis, Responsible AI, Data Transformation, Statistical Methods, R Programming, Data Science, Data Wrangling, Data Cleansing, Version Control

    4.8
    Rating, 4.8 out of 5 stars
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    25 reviews

    Beginner · Specialization · 1 - 3 Months

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    Duke University

    Balance Sheet and Business Cases

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Balance Sheet, Financial Acumen, Income Statement, Financial Analysis, Profit and Loss (P&L) Management, Business Modeling, Operational Analysis, Operational Efficiency

    4.9
    Rating, 4.9 out of 5 stars
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    22 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Open Source LLMOps Solutions: Duke University
  • GenAI and LLMs on AWS: Duke University
  • Climate Science for Everyone: Duke University
  • Introduction to FastAPI framework: Duke University
  • Object-Oriented Programming in Python: Duke University
  • Rust for Large Language Model Operations (LLMOps): Duke University
  • Copyright for Multimedia: Duke University
  • Risk Management and Financial Theory: Duke University
  • Healthcare Leadership for Climate Change: Duke University
  • Data Visualization with Python: Duke University

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