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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

      Explainable Machine Learning (XAI)

      Skills you'll gain: Responsible AI, Large Language Modeling, Generative AI, Data Ethics, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Applied Machine Learning, Predictive Modeling, Image Analysis, Machine Learning, Visualization (Computer Graphics), Deep Learning, Plot (Graphics), Artificial Neural Networks

      4.7
      Rating, 4.7 out of 5 stars
      ·
      19 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Data Science with NumPy, Sets, and Dictionaries

      Skills you'll gain: NumPy, Object Oriented Programming (OOP), Data Structures, Data Science, Data Processing, Big Data, Image Analysis, Data Analysis, Statistical Analysis, Python Programming, Algorithms, Data Management

      3.9
      Rating, 3.9 out of 5 stars
      ·
      19 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Data Visualization and Transformation with R

      Skills you'll gain: R (Software), R Programming, Data Visualization Software, Data Visualization, Data Science, Ggplot2, Tidyverse (R Package), Data Analysis, Statistical Programming, Data Transformation, Exploratory Data Analysis, Data-Driven Decision-Making, Descriptive Statistics, Statistical Analysis, Scatter Plots, Statistics, Probability & Statistics, GitHub, Git (Version Control System)

      4.8
      Rating, 4.8 out of 5 stars
      ·
      15 reviews

      Beginner · 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

    • Status: Free Trial
      Free Trial
      D

      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

      Beginner · 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

      Rust for DevOps

      Skills you'll gain: Containerization, CI/CD, Docker (Software), DevOps, Jenkins, Rust (Programming Language), Prometheus (Software), System Monitoring, JSON, Command-Line Interface, Shell Script, Automation, System Programming, Software Testing, GitHub

      4.1
      Rating, 4.1 out of 5 stars
      ·
      14 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      D

      Duke University

      End to End LLMs with Azure

      Skills you'll gain: Microsoft Azure, Large Language Modeling, OpenAI, Application Deployment, Prompt Engineering, Application Development, Application Programming Interface (API), GitHub, Automation, Scalability

      Intermediate · Course · 1 - 4 Weeks

    • D

      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
      ·
      12 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • D

      Duke University

      Setup Python

      Skills you'll gain: Package and Software Management, Virtual Environment, Development Environment, Software Installation, Python Programming, Command-Line Interface

      Beginner · Guided Project · Less Than 2 Hours

    • D

      Duke University

      Introduction to Flask framework

      Skills you'll gain: Flask (Web Framework), Web Applications, Package and Software Management, Web Frameworks, Debugging, Program Development, Development Environment, Python Programming

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Preview
      Preview
      D

      Duke University

      Beginning Llamafile for Local Large Language Models (LLMs)

      Skills you'll gain: LLM Application, Large Language Modeling, Application Programming Interface (API), Restful API, Natural Language Processing, JSON, Scripting, Command-Line Interface, Machine Learning

      Beginner · Course · 1 - 4 Weeks

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

    • Explainable Machine Learning (XAI): Duke University
    • Data Science with NumPy, Sets, and Dictionaries: Duke University
    • Data Visualization and Transformation with R: Duke University
    • Python and Rust with Linux Command Line Tools: Duke University
    • Climate Science for Everyone: Duke University
    • Rust for Large Language Model Operations (LLMOps): Duke University
    • Rust for DevOps: Duke University
    • End to End LLMs with Azure: Duke University
    • MySQL-for-Data-Engineering: Duke University
    • Setup Python: Duke University

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