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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

    Data Engineering with Rust

    Skills you'll gain: Data Pipelines, Rust (Programming Language), Restful API, Amazon Web Services, Cloud API, Data Structures, Secure Coding, Data Processing, API Gateway, Cloud Applications, Real Time Data, Data Manipulation, Amazon S3, System Programming, Cryptography, Encryption, Python Programming, Command-Line Interface, Software Testing

    3.4
    Rating, 3.4 out of 5 stars
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    61 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Duke University

    Web Applications and Command-Line Tools for Data Engineering

    Skills you'll gain: Jupyter, Microservices, AWS SageMaker, Cloud Engineering, Command-Line Interface, Data Pipelines, Package and Software Management, Containerization, Applied Machine Learning, Python Programming, Application Deployment, Development Environment, Test Automation, Algorithms, Virtual Environment

    4.4
    Rating, 4.4 out of 5 stars
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    40 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, Financial Analysis, Cash Management, Accounts Payable, Working Capital, Business Metrics, Inventory Management System, Financial Acumen, Financial Statements, Balance Sheet, Operational Efficiency, Strategic Decision-Making

    4.8
    Rating, 4.8 out of 5 stars
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    58 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Duke University

    Spark, Hadoop, and Snowflake for Data Engineering

    Skills you'll gain: PySpark, Snowflake Schema, Databricks, Data Pipelines, Apache Spark, MLOps (Machine Learning Operations), Apache Hadoop, Big Data, Data Warehousing, Data Quality, Data Integration, Data Processing, DevOps, Data Transformation, SQL, Python Programming

    3.9
    Rating, 3.9 out of 5 stars
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    61 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Duke University

    Explainable AI (XAI)

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

    4.6
    Rating, 4.6 out of 5 stars
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    65 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
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    Duke University

    Interacting with the System and Managing Memory

    Skills you'll gain: Maintainability, Program Development, C (Programming Language), Software Engineering, System Programming, Programming Principles, Software Development, Simulations, Command-Line Interface, Operating Systems, User Interface (UI), Interactive Design, Data Structures, Debugging, File Management

    4.3
    Rating, 4.3 out of 5 stars
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    177 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Duke University

    Python Programming Fundamentals

    Skills you'll gain: Debugging, Algorithms, Microsoft Visual Studio, Problem Solving, Data Processing, Python Programming, Software Development, Data Analysis

    3.9
    Rating, 3.9 out of 5 stars
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    61 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Duke University

    Financial Risk Management with R

    Skills you'll gain: Risk Modeling, Financial Market, Risk Management, Market Data, Risk Analysis, Financial Trading, Probability Distribution, R (Software), Financial Data, R Programming, Financial Modeling, Portfolio Management, Statistical Programming, Securities (Finance), Time Series Analysis and Forecasting, Securities Trading, Estimation, Statistical Modeling

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
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    253 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Duke University

    Operationalizing LLMs on Azure

    Skills you'll gain: Large Language Modeling, LLM Application, Prompt Engineering, Microsoft Azure, OpenAI, Risk Management Framework, MLOps (Machine Learning Operations), Responsible AI, Cloud Computing, Generative AI, Application Deployment, Application Programming Interface (API), Python Programming

    4.2
    Rating, 4.2 out of 5 stars
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    43 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Duke University

    Increasing Real Estate Management Profits: Harnessing Data Analytics

    Skills you'll gain: Data Visualization Software, Tableau Software, Financial Modeling, Business Process, Peer Review, Presentations, Property Management, Data Analysis, MySQL, Financial Forecasting, Risk Analysis, Real Estate, Microsoft Excel, Profit and Loss (P&L) Management, Analytics, SQL

    4.7
    Rating, 4.7 out of 5 stars
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    244 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
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    Duke University

    Introduction to Programming and Animation with Alice

    Skills you'll gain: Event-Driven Programming, Animation and Game Design, Game Design, Storyboarding, 3D Assets, Programming Principles, Computer Graphics, Computer Programming, Scripting

    4.2
    Rating, 4.2 out of 5 stars
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    42 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free
    Free
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    Duke University

    GenAI Basics - How LLMs Work

    Skills you'll gain: Large Language Modeling, Generative AI, Machine Learning, Supervised Learning, Artificial Intelligence, Data Science, Data Modeling

    3.8
    Rating, 3.8 out of 5 stars
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    32 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • Data Engineering with Rust: Duke University
  • Web Applications and Command-Line Tools for Data Engineering: Duke University
  • Cash Flow Management: Duke University
  • Spark, Hadoop, and Snowflake for Data Engineering: Duke University
  • Explainable AI (XAI): Duke University
  • Interacting with the System and Managing Memory: Duke University
  • Python Programming Fundamentals: Duke University
  • Financial Risk Management with R: Duke University
  • Operationalizing LLMs on Azure: Duke University
  • Increasing Real Estate Management Profits: Harnessing Data Analytics: Duke University

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