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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


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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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    Duke University

    AI for Productivity

    Skills you'll gain: Responsible AI, AI powered creativity, Data Ethics, Adobe Firefly, Productivity Software, AI Workflows, Generative AI, Productivity, AI Integrations, Writing, AI literacy, Writing and Editing, Gemini, Microsoft Copilot, Unstructured Data, Prompt Engineering, Administrative Support, Data Analysis, Operational Efficiency, Media Production

    4.6
    Rating, 4.6 out of 5 stars
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    38 reviews

    Beginner · Course · 1 - 4 Weeks

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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

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    Duke University

    Healthcare Leadership for Climate Change

    Skills you'll gain: Climate Change Adaptation, Health Disparities, Health Equity, Design Thinking, Climate Change Programs, Environmental Issue, Ethical Standards And Conduct, Initiative and Leadership, Advocacy, Community Organizing, Leadership, Sustainable Systems, Leadership Development, Social Determinants Of Health, Personal Development, Health Education, Climate Change Mitigation, International Relations, Environmental Policy, Environmental Science

    4.9
    Rating, 4.9 out of 5 stars
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    35 reviews

    Beginner · Specialization · 1 - 3 Months

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    Duke University

    Understanding 9/11: Why 9/11 Happened & How Terrorism Affects Our World Today

    Skills you'll gain: Public Safety and National Security, International Relations, Social Studies, Culture, Diplomacy, Public Policies, Political Sciences, Policy Analysis, Intelligence Collection and Analysis, Diversity Awareness, Intercultural Competence, Policy Development, World History

    4.7
    Rating, 4.7 out of 5 stars
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    134 reviews

    Beginner · Course · 1 - 3 Months

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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

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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

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    Duke University

    Cloud Machine Learning Engineering and MLOps

    Skills you'll gain: MLOps (Machine Learning Operations), Continuous Delivery, Applied Machine Learning, Cloud Engineering, Google Cloud Platform, Model Deployment, Cloud Applications, Cloud Development, Cloud API, Cloud Deployment, Artificial Intelligence, Machine Learning, Microsoft Azure, AI Workflows, Software Engineering, Computer Vision, Application Programming Interface (API), Natural Language Processing, Flask (Web Framework)

    4.5
    Rating, 4.5 out of 5 stars
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    92 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Duke University

    Data Engineering with Rust

    Skills you'll gain: Data Pipelines, Rust (Programming Language), Restful API, Cloud-Based Integration, Amazon Web Services, Data Structures, Secure Coding, Data Processing, Application Programming Interface (API), Data Manipulation, System Programming, Cryptography, Python Programming, Command-Line Interface, Software Testing

    3.4
    Rating, 3.4 out of 5 stars
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    69 reviews

    Intermediate · Course · 1 - 4 Weeks

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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

    4.1
    Rating, 4.1 out of 5 stars
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    22 reviews

    Intermediate · Course · 1 - 4 Weeks

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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

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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

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

  • Developing Explainable AI (XAI): Duke University
  • AI for Productivity: Duke University
  • Theology for Personal Spiritual Growth: Duke University
  • Healthcare Leadership for Climate Change: Duke University
  • Understanding 9/11: Why 9/11 Happened & How Terrorism Affects Our World Today: Duke University
  • Virtualization, Docker, and Kubernetes for Data Engineering: Duke University
  • Operationalizing LLMs on Azure: Duke University
  • Cloud Machine Learning Engineering and MLOps: Duke University
  • Data Engineering with Rust: Duke University
  • Advanced Data Engineering: Duke University

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