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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

    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, Statistical Modeling, Python Programming, Logistic Regression, Deep Learning, Artificial Neural Networks

    4.7
    Rating, 4.7 out of 5 stars
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    25 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Duke University

    Introduction to FastAPI framework

    Skills you'll gain: Web Frameworks, Restful API, Application Programming Interface (API), API Testing, Application Deployment, Software Documentation, Package and Software Management, JSON, Application Development, Server Side, Python Programming, Data Validation

    2.6
    Rating, 2.6 out of 5 stars
    ·
    30 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Duke University

    Python Scripting

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

    4.7
    Rating, 4.7 out of 5 stars
    ·
    9 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
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    Status: Free Trial
    Free Trial
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    Duke University

    Creating an Impact Investment Ask

    Skills you'll gain: Entrepreneurship, Social Impact, Capital Budgeting, Entrepreneurial Finance, Investment Management, Investments, Due Diligence, Fundraising, Business Metrics, Key Performance Indicators (KPIs), Growth Strategies, Business Modeling, Capital Markets, Finance, Financial Management, Business Strategy, Business Management

    Beginner · Course · 1 - 4 Weeks

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    Duke University

    Practical Python: Start Your Programming Journey

    Skills you'll gain: Program Development, Debugging, Python Programming, Computer Programming, Pseudocode, Game Design, Interactive Design, Design and Product, Creative Design, Computer Science

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Duke University

    Data Tidying and Importing with R

    Skills you'll gain: Web Scraping, Data Ethics, Data Transformation, Tidyverse (R Package), Data Wrangling, Data Cleansing, Data Manipulation, Data Collection, Data Pipelines, Data Preprocessing, Personally Identifiable Information, Data Integrity, R Programming, Exploratory Data Analysis, Information Privacy, Statistical Programming

    5
    Rating, 5 out of 5 stars
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    11 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    Duke University

    Beginning Llamafile for Local Large Language Models (LLMs)

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

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    Duke University

    End to End LLMs with Azure

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Model Deployment, Prompt Patterns, Microsoft Azure, OpenAI API, Large Language Modeling, OpenAI, Application Deployment, Embeddings, Application Programming Interface (API), Scalability

    2.5
    Rating, 2.5 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Duke University

    Environmental Leadership

    Skills you'll gain: Design Thinking, Professional Development, Ethical Standards And Conduct, Community Organizing, Leadership, Sustainable Systems, Leadership Development, Environmental Issue, Personal Development, Environment and Resource Management, Visionary, Innovation, Decision Making, Empowerment, Collaboration, Goal Setting

    Beginner · Course · 1 - 4 Weeks

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    Duke University

    Setup Python

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

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
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    Status: Free Trial
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    Duke University

    Telehealth: Musculoskeletal Assessment

    Skills you'll gain: Telehealth, Patient Positioning, Health Assessment, Clinical Assessment, Health Technology, Patient Education And Counseling, Human Musculoskeletal System

    4.9
    Rating, 4.9 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

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    Duke University

    Understand Big O Notation in Python

    Skills you'll gain: Scalability, Performance Analysis, Simulations, Algorithms, Complex Problem Solving, Theoretical Computer Science, Python Programming, Data Structures, Software Architecture, Software Engineering

    Beginner · Guided Project · Less Than 2 Hours

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

  • Interpretable Machine Learning: Duke University
  • Introduction to FastAPI framework: Duke University
  • Python Scripting: Duke University
  • Creating an Impact Investment Ask: Duke University
  • Practical Python: Start Your Programming Journey : Duke University
  • Data Tidying and Importing with R: Duke University
  • Beginning Llamafile for Local Large Language Models (LLMs): Duke University
  • End to End LLMs with Azure: Duke University
  • Environmental Leadership: Duke University
  • Setup Python: Duke University

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