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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

    Operationalizing LLMs on Azure

    Skills you'll gain: Large Language Modeling, LLM Application, Prompt Patterns, Prompt Engineering, Microsoft Azure, OpenAI API, Retrieval-Augmented Generation, OpenAI, Model Deployment, Risk Management Framework, MLOps (Machine Learning Operations), Embeddings, Application Deployment, Python Programming

    4.2
    Rating, 4.2 out of 5 stars
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    51 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Duke University

    Cash Flow Management

    Skills you'll gain: Return On Investment, Accounts Receivable, Cash Flows, Accounts Payable and Receivable, Inventory Control, Financial Analysis, Cash Management, Accounts Payable, Working Capital, Business Metrics, Financial Acumen, Financial Data, Financial Statements, Performance Measurement, Capital Expenditure, Operational Efficiency, Strategic Decision-Making

    4.8
    Rating, 4.8 out of 5 stars
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    90 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), Large Language Modeling, Data Processing, Data Management, Python Programming, Machine Learning

    4.4
    Rating, 4.4 out of 5 stars
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    51 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    Duke University

    Open Source LLMOps Solutions

    Skills you'll gain: LLM Application, Hugging Face, Large Language Modeling, Fine-tuning, Natural Language Processing, Model Deployment, Open Source Technology, Containerization, C (Programming Language), Machine Learning, Cross Platform Development

    4.8
    Rating, 4.8 out of 5 stars
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    27 reviews

    Beginner · Course · 1 - 4 Weeks

  • 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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    30 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Duke University

    GenAI and LLMs on AWS

    Skills you'll gain: Amazon Bedrock, Model Deployment, LLM Application, Large Language Modeling, MLOps (Machine Learning Operations), Amazon Web Services, AI Security, Model Evaluation, Model Training, AI Workflows, Continuous Monitoring, Data Ethics, Rust (Programming Language), Generative AI, Cloud Computing, Serverless Computing, Development Environment

    4.6
    Rating, 4.6 out of 5 stars
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    28 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Duke University

    Data Science with R

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

    4.7
    Rating, 4.7 out of 5 stars
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    41 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    Duke University

    Theology for Personal Spiritual Growth

    Skills you'll gain: Storytelling, Personal Integrity, Compassion, Habit Formation, Ethical Standards And Conduct, Optimism, Aesthetics, Growth Mindedness, Resilience, Empathy, Social Justice, Liberal Arts, Teaching, Community Development, Creativity, Self-Awareness, Discussion Facilitation, Music, Leadership, Diversity Awareness

    4.6
    Rating, 4.6 out of 5 stars
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    45 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Duke University

    Virtualization, Docker, and Kubernetes for Data Engineering

    Skills you'll gain: Site Reliability Engineering, Docker (Software), Containerization, GitHub Copilot, Kubernetes, Virtualization, Cloud Deployment, Virtualization and Virtual Machines, Microservices, Development Environment, Application Deployment, Virtual Machines, Cloud Development, Database Management, Test Engineering, Cloud-Based Integration

    3.8
    Rating, 3.8 out of 5 stars
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    50 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Duke University

    Web Applications and Command-Line Tools for Data Engineering

    Skills you'll gain: Jupyter, Microservices, AWS SageMaker, Command-Line Interface, Google Cloud Platform, Package and Software Management, Containerization, Applied Machine Learning, Python Programming, Test Automation, Algorithms, Software Installation

    4.4
    Rating, 4.4 out of 5 stars
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    43 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Duke University

    GenAI Basics - How LLMs Work

    Skills you'll gain: Large Language Modeling, Fine-tuning, Generative AI, Machine Learning, Model Training, Artificial Intelligence, Data Science

    3.9
    Rating, 3.9 out of 5 stars
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    38 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    Duke University

    Developing Explainable AI (XAI)

    Skills you'll gain: Responsible AI, Data Ethics, Generative AI, Artificial Intelligence, AI literacy, Decision Intelligence, Machine Learning, Machine Learning Methods, Model Evaluation, Artificial Neural Networks, Information Privacy

    4.7
    Rating, 4.7 out of 5 stars
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    62 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Operationalizing LLMs on Azure: Duke University
  • Cash Flow Management: Duke University
  • Introduction to Retrieval Augmented Generation (RAG): Duke University
  • Open Source LLMOps Solutions: Duke University
  • Gold Market Foundations : Duke University
  • GenAI and LLMs on AWS: Duke University
  • Data Science with R: Duke University
  • Theology for Personal Spiritual Growth: Duke University
  • Virtualization, Docker, and Kubernetes for Data Engineering: Duke University
  • Web Applications and Command-Line Tools for Data Engineering: Duke University

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