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    Duke University Online Courses

    Discover courses and programs offered by Duke University. Explore various fields and disciplines taught by Duke faculty, and find the perfect program to meet your educational goals.

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    Explore the Duke University Online Course Catalog

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Virtualization, Docker, and Kubernetes for Data Engineering

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

      3.9
      Rating, 3.9 out of 5 stars
      ·
      41 reviews

      Advanced · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Data Science with R

      Skills you'll gain: R (Software), Data Ethics, R Programming, Web Scraping, Data Visualization Software, Data Visualization, Data Science, Ggplot2, Data Wrangling, Data Analysis, Tidyverse (R Package), Data Manipulation, Statistical Programming, Data Integrity, Data Import/Export, Data Transformation, Exploratory Data Analysis, Data Collection, Responsible AI, Version Control

      4.8
      Rating, 4.8 out of 5 stars
      ·
      21 reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Preview
      Preview
      D

      Duke University

      Foundations of Local Large Language models

      Skills you'll gain: Responsible AI, Generative AI, LLM Application, Cloud Applications, Application Deployment, Large Language Modeling, Data Ethics, Prompt Engineering, Risk Management Framework, Open Source Technology, Rust (Programming Language)

      4.1
      Rating, 4.1 out of 5 stars
      ·
      18 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D

      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
      ·
      20 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D

      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
      ·
      22 reviews

      Beginner · Course · 1 - 4 Weeks

    • D

      Duke University

      Local LLMs with llamafile

      Skills you'll gain: LLM Application, Real Time Data, Large Language Modeling, Application Deployment, System Monitoring, Generative AI, Open Source Technology, Cross Platform Development, Application Programming Interface (API), Machine Learning

      2.7
      Rating, 2.7 out of 5 stars
      ·
      7 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Interpretable Machine Learning

      Skills you'll gain: Responsible AI, Large Language Modeling, Decision Tree Learning, Data Ethics, Regression Analysis, Predictive Modeling, Artificial Intelligence, Machine Learning, Data-Driven Decision-Making, Statistical Modeling, Python Programming, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Artificial Neural Networks

      4.6
      Rating, 4.6 out of 5 stars
      ·
      19 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D

      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
      ·
      12 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D

      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

      4.1
      Rating, 4.1 out of 5 stars
      ·
      24 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Python and Rust with Linux Command Line Tools

      Skills you'll gain: Rust (Programming Language), Serverless Computing, Command-Line Interface, Amazon Web Services, Maintainability, Linux Commands, Unix Commands, Application Deployment, Software Development Tools, Program Development, System Programming, Python Programming, Performance Tuning, Debugging, Software Testing

      5
      Rating, 5 out of 5 stars
      ·
      15 reviews

      Intermediate · Course · 1 - 4 Weeks

    • D

      Duke University

      Python Scripting

      Skills you'll gain: Command-Line Interface, Scripting, IT Automation, Computer Programming Tools, Python Programming

      4.9
      Rating, 4.9 out of 5 stars
      ·
      7 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • D

      Duke University

      Introduction to GitHub Actions

      Skills you'll gain: CI/CD, Automation, GitHub, YAML, DevOps, Software Testing

      3
      Rating, 3 out of 5 stars
      ·
      19 reviews

      Beginner · Guided Project · Less Than 2 Hours

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

    • Virtualization, Docker, and Kubernetes for Data Engineering: Duke University
    • Data Science with R: Duke University
    • Foundations of Local Large Language models: Duke University
    • Open Source LLMOps Solutions: Duke University
    • GenAI and LLMs on AWS: Duke University
    • Local LLMs with llamafile: Duke University
    • Interpretable Machine Learning: Duke University
    • Rust for Large Language Model Operations (LLMOps): Duke University
    • Data Visualization with Python: Duke University
    • Python and Rust with Linux Command Line Tools: Duke University

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