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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: New
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    Duke University

    Raising Impact Investment Capital

    Skills you'll gain: Financial Modeling, Entrepreneurial Finance, Due Diligence, Financial Forecasting, Capital Budgeting, Social Impact, Investments, Contract Negotiation, Entrepreneurship, Environmental Social And Corporate Governance (ESG), Investment Management, Fundraising, Negotiation, Business Modeling, Finance, Strategic Partnership, Capital Markets, Performance Measurement, Business Strategy, Growth Strategies

    4.9
    Rating, 4.9 out of 5 stars
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    39 reviews

    Beginner · Specialization · 1 - 3 Months

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    Duke University

    Data Science with NumPy, Sets, and Dictionaries

    Skills you'll gain: NumPy, Data Structures, Data Analysis, Object Oriented Programming (OOP), Exploratory Data Analysis, Image Analysis, Data Science, Data Transformation, Data Manipulation, Big Data, Performance Tuning, Python Programming, Data Import/Export

    3.9
    Rating, 3.9 out of 5 stars
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    19 reviews

    Beginner · Course · 1 - 4 Weeks

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    Duke University

    Introduction to Retrieval Augmented Generation (RAG)

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Embeddings, OpenAI API, Data Import/Export, Pandas (Python Package), Generative AI, Application Programming Interface (API), Data Manipulation, Large Language Modeling, Python Programming, Machine Learning

    4.4
    Rating, 4.4 out of 5 stars
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    46 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Duke University

    MySQL-for-Data-Engineering

    Skills you'll gain: MySQL, Bash (Scripting Language), Scripting, Database Management, Relational Databases, Command-Line Interface, SQL, Databases, Data Import/Export, Database Application, Data Pipelines, Data Manipulation, Python Programming, Linux

    4.2
    Rating, 4.2 out of 5 stars
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    12 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Duke University

    Introduction to GitHub Actions

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

    3.2
    Rating, 3.2 out of 5 stars
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    23 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Duke University

    Open Source LLMOps Solutions

    Skills you'll gain: LLM Application, Hugging Face, Large Language Modeling, Natural Language Processing, Model Deployment, Open Source Technology, Prompt Engineering, Containerization, 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

    Explainable Machine Learning (XAI)

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

    4.7
    Rating, 4.7 out of 5 stars
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    26 reviews

    Intermediate · Course · 1 - 4 Weeks

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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, MLOps (Machine Learning Operations), AWS SageMaker, Cloud Deployment, PyTorch (Machine Learning Library), CI/CD, Applied Machine Learning, Natural Language Processing, Infrastructure as Code (IaC), DevOps, Machine Learning

    4.2
    Rating, 4.2 out of 5 stars
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    12 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Duke University

    Climate Science for Everyone

    Skills you'll gain: Climate Change Mitigation, Climate Change Adaptation, Environment, Sustainable Development, Physical Science, Environmental Science, Social Impact, Environmental Policy, Trend Analysis, Data Collection

    4.9
    Rating, 4.9 out of 5 stars
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    21 reviews

    Beginner · Course · 1 - 4 Weeks

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    Duke University

    Gold Market Foundations

    Skills you'll gain: Financial Regulation, Capital Markets, Supply And Demand, Financial Analysis, Economics

    4.9
    Rating, 4.9 out of 5 stars
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    22 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Duke University

    Impact Investment Finance

    Skills you'll gain: Social Impact, Investments, Environmental Social And Corporate Governance (ESG), Fundraising, Capital Markets, Financial Market, Financial Management, Finance, International Finance, Entrepreneurial Finance, Entrepreneurship, Fiscal Management, Stakeholder Analysis, Business Strategy, Business Management

    4.9
    Rating, 4.9 out of 5 stars
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    26 reviews

    Beginner · Course · 1 - 4 Weeks

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    Duke University

    Data Visualization with Python

    Skills you'll gain: Data Visualization Software, Data Visualization, Data Storytelling, Statistical Visualization, Interactive Data Visualization, Plot (Graphics), Plotly, Matplotlib, Data Presentation, Dashboard, Seaborn, Tableau Software, Scatter Plots, Heat Maps, Histogram, Google Sheets, Data Analysis, Python Programming, Cloud Applications, 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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In summary, here are 10 of our most popular duke courses

  • Raising Impact Investment Capital: Duke University
  • Data Science with NumPy, Sets, and Dictionaries: Duke University
  • Introduction to Retrieval Augmented Generation (RAG): Duke University
  • MySQL-for-Data-Engineering: Duke University
  • Introduction to GitHub Actions: Duke University
  • Open Source LLMOps Solutions: Duke University
  • Explainable Machine Learning (XAI): Duke University
  • Rust for Large Language Model Operations (LLMOps): Duke University
  • Climate Science for Everyone: Duke University
  • Gold Market Foundations : Duke University

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