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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
    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, AI literacy, Decision Intelligence, Applied Machine Learning, Generative Model Architectures, Statistical Modeling, Python Programming, Machine Learning, Model Evaluation, Embeddings, Image Analysis, Machine Learning Methods, Scientific Visualization, Deep Learning

    4.6
    Rating, 4.6 out of 5 stars
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    93 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
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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, Cloud Development, Data Structures, Secure Coding, Data Processing, Other Programming Languages, Application Programming Interface (API), Data Manipulation, System Programming, Encryption, Python Programming, Command-Line Interface, Software Testing

    3.5
    Rating, 3.5 out of 5 stars
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    71 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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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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    135 reviews

    Beginner · Course · 1 - 3 Months

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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

    4
    Rating, 4 out of 5 stars
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    40 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • 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, Data Architecture, Big Data, Data Warehousing, Data Quality, Data Integration, Data Processing, DevOps, Model Training, Model Deployment, Distributed Computing, Data Transformation, SQL, Python Programming

    3.9
    Rating, 3.9 out of 5 stars
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    71 reviews

    Advanced · 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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    99 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Duke University

    Business Impact

    Skills you'll gain: Financial Acumen, Financial Analysis, Operational Efficiency, Business, Finance, Business Strategies, Business Strategy, Strategic Decision-Making

    4.8
    Rating, 4.8 out of 5 stars
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    77 reviews

    Beginner · 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, Package and Software Management, Containerization, Applied Machine Learning, Python Programming, Application Deployment, 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

  • Status: Free Trial
    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

    4.6
    Rating, 4.6 out of 5 stars
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    66 reviews

    Intermediate · 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
    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

    4.8
    Rating, 4.8 out of 5 stars
    ·
    47 reviews

    Beginner · Specialization · 1 - 3 Months

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    Duke University

    Python Scripting

    Skills you'll gain: Command-Line Interface, Scripting, Unix Commands, Scripting Languages, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
    ·
    13 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • Explainable AI (XAI): Duke University
  • Data Engineering with Rust: Duke University
  • Understanding 9/11: Why 9/11 Happened & How Terrorism Affects Our World Today: Duke University
  • GenAI Basics - How LLMs Work: Duke University
  • Spark, Hadoop, and Snowflake for Data Engineering: Duke University
  • Cash Flow Management: Duke University
  • Business Impact: Duke University
  • Web Applications and Command-Line Tools for Data Engineering: Duke University
  • Developing Explainable AI (XAI): Duke University
  • Introduction to Retrieval Augmented Generation (RAG): Duke University

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